Mohamed Cheriet

Professeur

Department

Département de génie des systèmes

Degrees

Diplôme d'ing. d'État (Alger), D.E.A., Doctorat (Paris VI)

Office

A-3591

mohamed.cheriet@etsmtl.ca

Confident faculty member with arms crossed standing against a neutral background.

Research units

Visit the website :SYNCHROMEDIA – Multimedia Communication in Telepresence
Visit the website :Centre interdisciplinaire de recherche en opérationnalisation du développement durable (CIRODD)

Research axes

Sensors, Networks and Connectivity
Sustainable Development, Circular Economy and Environmental Issues
Intelligent and Autonomous Systems
Software Systems, Multimedia and Cybersecurity

Research areas

Réseaux de future génération
Infonuagique
IoT
Intelligence Artificielle
Développement Durable
Systèmes Autonomes et Intelligents
Intelligence Artificielle et Applications
Reconnaissance de formes
Gestion de larges collections de données
Perception

Awards and honors

2017 : Fellow | Académie canadienne du génie

2016 : J.M. Ham Outstanding Engineering Educator Award | Institute of Electrical and Electronics Engineers Canada

2012 : Médaille du jubilé de diamant de la reine Elizabeth II

2012 : Prix d'excellence du c.a. en recherche 2012 | École de technologie supérieure

Course

4 credits Automne 2024

Supervision

En codirection avec : CHING Y. SUEN
Sélection automatique de modèle dans les machines à vecteurs de support : Application à la reconnaissance d’images de chiffres, par Nedjem-Eddine Ayat
Automne 2003
En codirection avec : Jian-Yun Nie
Recherche d'information dans les images de documents, par Youssef Fataicha
Automne 2005
En codirection avec : Robert Sabourin
Contribution à l'intégration des machines à vecteurs de support au sein de systèmes de reconnaissance de formes : application à la lecture automatique de l'écriture manuscrite, par Jonathan Milgram
Été 2007

Prétraitements adaptatifs des radiographies pour la segmentation des pédicules sur la vue postero-antérieure de patients atteints de scoliose idiopathique adolescente, par Vincent Doré
Hiver 2009
En codirection avec : Kim Khoa Nguyen
Real-Time Data Driven Model Predictive Control for Efficient Energy Consumption in Smart Buildings, par Fatma Mtibaa
Été 2023
En codirection avec : Ernest Alain Biem
Apprentissage semi-supervisé pour les SVMS et leurs variantes, par Mathias Mahouzonsou Adankon
Automne 2009
Efficient and Reliable Management of IoT-Based Services and Big Data in SDN-Based Smart Environments, par Yosra Njah
Automne 2021
Towards Efficient End-to-End Multi-Scale Handwritten Document Recognition via Deep Learning, par Mohammed Hamdan
Hiver 2025
En codirection avec : Sylvain Deschênes
Differential Geometry Methods for Biomedical Image Processing: from Segmentation to 2D/3D Registration, par David Rivest-Hénault
Été 2012
En codirection avec : Kim Khoa Nguyen
Learning Framework for Optimized Control of Wireless Links, par Mostafa Ahmed Hassan Hussien
Automne 2023
Carbon-Profit-Aware Job Scheduling and Load Balancing in Geographically Distributed Cloud for HPC and Web Applications, par Fereydoun Farrahi Moghaddam
Automne 2013
Visual Image Processing in Various Representation Spaces for Documentary Heritage Preservation, par Rachid Hedjam
Été 2013
Feature Design and Lexicon Reduction for Efficient Offline Handwriting Recognition, par Youssouf Chherawala
Automne 2013
En codirection avec : Kim Khoa Nguyen
Cache Optimization of UAV Swarm Assisted 5G Network in Boosting Demand Areas, par Licheng Zheng
Été 2025
En codirection avec : Luc Duong
Angiographic Image Analysis for the Diagnosis of Coronary Disease in Young Patients, par Faten M'Hiri
Hiver 2016
A Framework for Ancient and Machine-Printed Manuscripts Categorization, par Ehsan Arabnejad-Khanouki
Automne 2017
SDN-Based Traffic Engineering in Data Centers, Interconnects, and Carrier Networks, par Tara Nath Subedi
Automne 2017
Online Incremental Learning from Scratch with Apllication to Handwritten Gesture Recognition, par Marta Reznakova
Été 2017
Semi-Supervised Machine Learning for Classification of Evolving Data in Pattern Recognition, par Lukas Tencer
Été 2017
Efficient and Effective Objective Image Quality Assessment Metrics, par Hossein Ziaei Nafchi
Automne 2017
Proactive Network and Traffic Aware Network Optimization, par Abdolkhalegh Bayati
Été 2021
Representation Learning for Document Image Analysis with Practical Considerations, par Sherif Abuelwafa
Hiver 2022
En codirection avec : Christian Desrosiers
Apprentissage profond de formes manuscrites pour la reconnaissance et le repérage efficace de l'écriture dans les documents numérisés, par Mohamed Mhiri
Automne 2018
Subjective and Objective Quality Assessment of Ancient Degraded Documents, par Atena Shahkolaei
Automne 2019
En codirection avec : Kim Khoa Nguyen
Optimized Traffic Scheduling And Routing In Smart Home Networks, par Maroua Ben Attia
Automne 2019
En codirection avec : Kim Khoa Nguyen
Optimizing Total Cost of Ownership (TCO) for 5G Multi-Tenant Mobile BackHaul (MBH) Optical Transport Networks, par Nassim Haddaji
Hiver 2019
En codirection avec : Kim Khoa Nguyen
Resource Provisioning for Inter-Domain IoT Services in Edge-Cloud SDN-based Networks, par Duong Tuan Nguyen
Hiver 2022
En codirection avec : Ghyslain Gagnon
Effective and Scalable Smart Residential Energy Monitoring Systems, par Antoine Langevin
Automne 2022
En codirection avec : Lokman Sboui
AI-Based Computer Vision for Resource Optimization in Terrestrial and Satellite Applications, par Mohamed Karaa
Été 2025
En codirection avec : Kim Khoa Nguyen
Routing and Packet Scheduling for 5G O-RAN in Boosting Demand Areas, par Chengcheng Zhang
Été 2025
En codirection avec : Abdelouahed Gherbi
High Performance Machine Learning Platform Development and Applications, par Xu Liu
Automne 2021
Development of a Visual Image Processing in Different Representation Spaces for Uncovering Regular Pattern in Ancient Manuscripts, par Milad Omrani Tamrin
Hiver 2025
Deterministic and Bayesian Orthogonal Nonnegative Matrix Factorization: Application to Blind Decomposition of Multispectral Document Images, par Abderrahmane Rahiche
Hiver 2022
En codirection avec : Kim Khoa Nguyen
L'approche d'apprentissage automatique pour l'optimisation de la robotique en essaim dans l'entrepôt automatisé servi par la communication 5G, par Manh Tai Ho
Automne 2023
En codirection avec : Kim Khoa Nguyen
Optimizing FlexEthernet Supports for Multi-Layer Multi-Domain Mobile Networks, par Dahina Koulougli
Hiver 2025

En codirection avec : Darine Ameyed
Model Centric Security and Privacy Assurance in Distributed Intelligence System, par Riadh Ben Chaabene
Été 2025
En codirection avec : Kim Khoa Nguyen
OpenFlow Rule Placement In Carrier Backhaul Networks For Multicast Applications, par Rafael George Amado
Hiver 2022
En codirection avec : Michel Kadoch
Surveillance des réseaux en temps réel, par Martin Gauthier
Été 2009
En codirection avec : Kim Khoa Nguyen
Modélisation et optimisation de réseau infonuagique et de calcul périphérique, par Njakarison Menja Randriamasinoro
Été 2021
Techniques intelligentes de découverte de ressources WEB, par Abdelhamid Daouadji
Hiver 2011
Deep Learning-Based Approach for Illustration and Diagram Detection in Large-Scale Datasets of Historical Document Images, par Zohreh Hajabedi
Été 2021
En codirection avec : Jean-Marc Robert
La gestion de l'identité fédérée et hiérarchique pour le paradigme IaaS, par Jonathan Tellier
Automne 2011
Table Identification in Historical Document Images Using Deep Learning and Weakly Supervised Bounding Boxes, par Arash Samari
Été 2022
En codirection avec : Kim Khoa Nguyen
Behaviour Profiling of Microservice-based Applications and Anomaly Detection in Cloud, par Mohammadmahdi Ghorbani
Automne 2021
Openicra: vers un modèle générique de déploiement automatisé des applications dans le nuage informatique, par Ridha Gadhgadhi
Été 2013
Déploiement d'IMS et provisionnement de la QoS dans le nuage informatique, par Saida Khazri
Hiver 2015
Analyse de la performance des équipements réseautiques virtuels d'interconnexion des centres de données, par Mohamed Badr Sbai
Été 2015
En codirection avec : Chamseddine Talhi
Towards Flexible, Scalable and Autonomic Virtual Tenant Slices, par Mohamed Fekih Ahmed
Hiver 2015
Visualisation de trafic de réseau en temps réel, par Meryem El Baham
Hiver 2017
Analyse de performance par plans expérimentaux d’intergiciels infonuagiques; le cas d’Openstack, par Hicham Abdelfattah
Hiver 2016
Multi-Layer Quality-Aware (MULQA) Cloud Framework, par Arash Morattab
Hiver 2017
Modèle de routage écoénergétique dans les réseaux définis par logiciel, par Samy Zemmouri
Hiver 2017
A Scalable Heterogeneous Software Architecture for the Telecommunication Cloud, par Pascal Potvin
Hiver 2016
En codirection avec : Kim Khoa Nguyen
Enabling Large Scale Cloud Services by Software Defined Wide Area Network, par Haifa Sassi
Été 2017
En codirection avec : Kim Khoa Nguyen
Partage efficace des ressources de calcul dans le nuage informatique, par Achraf Labidi
Été 2017
Visual Information Retrieval from Historical Document Images, par Sara Zhalehpour
Été 2018
En codirection avec : Kim Khoa Nguyen
Optimal Deployment of Smart Home Vertical Applications Onto Cloud, par Rim Elfahem
Été 2017
En codirection avec : Charles Despins
QoE Based Predictive Handover Mechanism in Software-Defined Enterprise Wi-Fi Networks, par Sadegh Aghabozorgi Nafchi
Automne 2019
Multi-Task Learning for Historical Document Restoration, par Amin Ghasemi Nafchi
Été 2025
En codirection avec : Kim Khoa Nguyen
Optimized Machine Learning model deployment in Open RAN with security consideration, par Eya Khoualdia
Hiver 2025
En codirection avec : Kim Khoa Nguyen
Optimisation de l'assignation des flux de données dans une passerelle IdO à interfaces multiples, par Mohamed Ghazi Amor
Été 2019
Développement des modèles de factorisation matricielle non-négative profonds pour la décomposition d'images multibandes, par Kilian Declercq
Hiver 2025
PaaS Based IoT Platform Architecture for Deploying SaaS Application, par Jananjoy Rajkumar
Hiver 2025
En codirection avec : Kim Khoa Nguyen
Energy Efficient Software Update Mechanism for Networked Component-based IoT Devices, par Ngoc Hai Bui
Automne 2019
Dealing with Missing Data and Data Fusion in Smart Environment Context, par André Luis Costa Carvalho
Hiver 2021
En codirection avec : Kim Khoa Nguyen
Stateless Orchestrator Synchronization In Multi-Layer Multi-Domain Networks, par Alireza Tirehkar
Été 2023
En codirection avec : Kim Khoa Nguyen
Routing and Packet Scheduling in LoRaWANs-EPC Integration Network and in ORAN, par Chengcheng Zhang
Hiver 2021
Apprentissage de représentation commune texte/image utilisant des modèles Transformers, dans le contexte de compréhension de documents images, par Rayane Bencharef
Hiver 2025
Visual Unsupervised Deep Learning Model Design for Historical Document Image Analysis, par Milad Omrani Tamrin
Été 2022
Planification intelligente des flux entre centres de données, par Meriem Amina Si Saber
Automne 2024
Représentation visuelle de textes manuscrits : Applications à la recherche de mots et réponses à des questions visuelles dans des collections d’images de documents, par Baha Edine Harrath
Été 2025

Optimisation de ressources pour la sélection de modèle des SVM, par Mathias Mahouzonsou Adankon
Automne 2005
Reconstruction 3D d'environnement sous-marin par sonar, par Jean-Philippe Blouin
Automne 2004
En codirection avec : Hubert Labelle
Extraction semi-automatique des points de référence sur une paire de radiographies à rayons X, par Ali Meghoufel
Automne 2003

En codirection avec : Christian S. Gargour
Analyse des caractères manuscrits par la transformée en ondelettes, par Vincent Berthiaume
Été 2002
En codirection avec : Richard Lepage
Conception et développement d'un système de perception de l'environnement et de planification de trajectoire pour un robot marcheur, par Jean-Christoph Demers
Été 2002
En codirection avec : Omar Cherkaoui
QoS pour classes virtuelles dans un environnement multimédia, par ALI HADJ-ABDELHAFID
Hiver 2002
En codirection avec : Maarouf Saad
Télémanipulation synchrone et commande d'instruments physiques dans le cadre d'un laboratoire virtuel, par Hussein Hassan
Automne 2001
En codirection avec : Succession Pascal Bigras
Réalisation d'un système de triangulation au laser dans le cadre d'applications dans le domaine de l'agroalimentaire, par Emmanuel Jolys
Hiver 2001
En codirection avec : MYRIAM COTE
Reconnaissance en ligne de croquis de schémas électriques, par Jean-Philippe Valois
Été 2001

, par Fatima Akboul
Été 2003
, par Ghazi Askri
Hiver 2003
En codirection avec : Succession Sylvie Doré
Développement d'un système de gestion du processus de fabrication de prothèses articulaires personnalisées, par Yasmina Beheim
Hiver 2005
Mise en place d'un répertoire commun au sein de l'Agence Spatiale Canadienne, par Robert Dominique
Été 2005
, par Hanane Doss Bennani
Été 2003
Les réseaux sans fil et leurs applications, par Ludovic Felten
Été 2005
, par Jean-Pierre Fiset
Été 2001
Plateforme de travail collabortif, étude de cas et réingénierie de SynchroMédia, par Samir Hadjout
Hiver 2006
Optimisation de l'utilisation des espaces de stockage, par France Murray
Été 2005
, par Daniel Thibault
Hiver 2003
Dispositif IDO pour détection de fuites de gaz, par Yanis Ouali
Hiver 2024
Implémentation de l'algorithme de plus court chemin pour l'efficacité énergétique dans le réseau de transport optique, par Ouiem Ajaj
Automne 2015
La mesure de la consommation d'énergie de réseau virtuel, par Djamel Kaci
Hiver 2016

En codirection avec : Stephen Grant
Classification automatique pour applications industrielles, par Ilyas Taziev
Hiver 2013
En codirection avec : Can Telkenaroglu
Vision artificielle pour un système de projection laser en chantier de construction, par Alexandre Bernard
Été 2019

Un modèle de factorisation matricielle non-négative à base d’un auto-encodeur convolutif pour segmenter des images multispectrales de documents, par Thomas Olive
Hiver 2024

Publications

Yaser Esmaeili Salehani, Saeed Gazor, Mohamed Cheriet. 2017 « A new weighted lp-norm for sparse hyperspectral unmixing ». Affiche présentée lors de la conférence : 5th IEEE Global Conference on Signal and Information Processing (Montreal, QC, Canada, Nov. 14-16, 2017)
Nassim Haddaji, Kim Khoa Nguyen, Mohamed Cheriet. 2016 « Transformative design model towards an end-to-end integrated-optical-packet-network in metro and core networks ». Affiche présentée lors de la conférence : 17th International Network Strategy and Planning Symposium (Networks) (Montreal, QC, Canada, Sept. 26-28, 2016)
Hicham Abdelfattah, Kim Khoa Nguyen, Mohamed Cheriet. 2015 « Resource consumption assessment for cloud middleware ». Affiche présentée lors de la conférence : International conference on smart sustainable city technologies (Toronto, ON, Canada, Oct. 13-14, 2015)
Marc-Olivier Arsenault, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2015 « Session-based communication for vital machine to machine applications ». Affiche présentée lors de la conférence : International conference on smart sustainable city technologies (Toronto, ON, Canada, Oct. 13-14, 2015)
Thomas Dandres, Nathan Vandromme, Glasha Obrekht, Andy Wong, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2015 « Environmental consequences of future data centre deployment in Canada ». Affiche présentée lors de la conférence : 3rd International conference on ICT for sustainability (Copenhagen, Denmark, Sept. 7-9, 2015)
Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet, Yves Lemieux. 2015 « Defining green profit in distributed datacenters ». Affiche présentée lors de la conférence : Adjunct Proceedings of the 29th EnviroInfo and 3rd ICT4S Conference 2015 : Building the knowledge base for environmental action and sustainability (Copenhagen, Denmark, Sept. 7-9, 2015)
T. Dandres, R. Samson, R. Farrahi Moghaddam, K. K. Nguyen, M. Cheriet, Y. Lemieux. 2014 « Framework for monitoring and optimizing environmental impacts in information and communication technology systems ». Affiche présentée lors de la conférence : ICT for Sustainability 2014 (ICT4S 2014) (Stockholm, Sweden, Aug. 24-27, 2014)
Thomas Dandres, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2014 « Minimization of telco cloud emissions based on marginal electricity management ». Affiche présentée lors de la conférence : ICT for Sustainability 2014 (ICT4S 2014) (Stockholm, Sweden, Aug. 24-27, 2014)
E. Maurice, T. Dandres, R. F. Moghaddam, K. K. Nguyen, M. Cheriet, R. Samson. 2014 « Green sustainable telco cloud provisioning for smart city ». Affiche présentée lors de la conférence : TISED Annual Symposium (Montréal, QC, Canada, 17-18 mars 2014)
Kim Khoa Nguyen, Mohamed Cheriet. 2014 « Sustainable broadband provisioning in next-generation smart university campus ». Affiche présentée lors de la conférence : ICT for Sustainability 2014 (ICT4S 2014) (Stockholm, Sweden, Aug. 24-27, 2014)
F. M'Hiri, L. Duong, C. Desrosiers, M. Cheriet. 2013 « Automatic image of angiographic sequences for treatment of pediatric coronary diseases ». Affiche présentée lors de la conférence : 2nd MEDTEQ Forum (Montreal, QC, Canada, Oct. 2013)
Xiangyun Ye, Ching Y. Suen, Mohamed Cheriet, Eugenia Wang. 1999 « A recent development in image analysis of electrophoresis gels ». Affiche présentée lors de la conférence : Vision Interface '99, Trois-Rivières, Canada, 19-21 May (Trois-Rivières, QC, Canada, May 19-21, 1999)

Josep Llados, Apostolos Antonacopoulos, Mohamed Cheriet, Umapada Pal. 2011 « Special issue on ICDAR2009 selected and extended papers : preface ». International Journal on Document Analysis and Recognition vol. 14 , nº 3. p. 241

Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2025 « Cost optimization of FlexEthernet over elastic optical network fronthaul design ». IEEE Transactions on Network and Service Management
Ahmed Bali, Yassine El Houm, Abdelouahed Gherbi, Mohamed Cheriet. 2024 « Automatic data featurization for enhanced proactive service auto-scaling: Boosting forecasting accuracy and mitigating oscillation ». Journal of King Saud University - Computer and Information Sciences vol. 36 , nº 2
Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet. 2024 « Energy efficiency deep reinforcement learning for URLLC in 5G mission-critical swarm robotics ». IEEE Transactions on Network and Service Management vol. 21 , nº 5. p. 5018-5032
Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet. 2024 « Federated deep reinforcement learning for task scheduling in heterogeneous autonomous robotic system ». IEEE Transactions on Automation Science and Engineering vol. 21 , nº 1. p. 528-540
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Optimized FlexEthernet for inter-domain traffic restoration ». IEEE Transactions on Network and Service Management vol. 21 , nº 5. p. 5001-5017
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Age of processing-aware offloading decision for autonomous vehicles in 5G open RAN environment ». IEEE Transactions on Mobile Computing vol. 23 , nº 7. p. 7865-7877
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Renewable energy powered and open RAN-based architecture for 5G fixed wireless access provisioning in rural areas ». IEEE Transactions on Green Communications and Networking vol. 8 , nº 3. p. 994-1007
Tiankuo Yu, Hui Yang, Qiuyan Yao, Ao Yu, Yang Zhao, Sheng Liu, Yunbo Li, Jie Zhang, Mohamed Cheriet. 2024 « Multi-visual-GRU-based survivable computing power scheduling in metro optical networks ». IEEE Transactions on Network and Service Management vol. 21 , nº 1. p. 1302-1315
Darine Ameyed, Fehmi Jaafar, Fabio Petrillo, Mohamed Cheriet. 2023 « Quality and security frameworks for IoT-architecture models evaluation ». SN Computer Science vol. 4 , nº 4
Bowen Bao, Hui Yang, Qiuyan Yao, Lin Guan, Jie Zhang, Mohamed Cheriet. 2023 « Resource allocation with edge-cloud collaborative traffic prediction in integrated radio and optical networks ». IEEE Access vol. 11. p. 7067-7077
Mohamed Cheriet, Vincenzo Dentamaro, Mohammed Hamdan, Donato Impedovo, Giuseppe Pirlo. 2023 « Multi-speed transformer network for neurodegenerative disease assessment and activity recognition ». Computer Methods and Programs in Biomedicine vol. 230
Mohammed Hamdan, Himanshu Chaudhary, Ahmed Bali, Mohamed Cheriet. 2023 « Refocus attention span networks for handwriting line recognition ». International Journal on Document Analysis and Recognition vol. 26 , nº 2. p. 131-147
Mohammed Hamdan, Mohamed Cheriet. 2023 « ResneSt-Transformer: Joint attention segmentation-free for end-to-end handwriting paragraph recognition model ». Array vol. 19
Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet. 2023 « Converging game theory and reinforcement learning for industrial Internet-of-Things ». IEEE Transactions on Network and Service Management vol. 20 , nº 2. p. 890-903
Tao Hong, Hongming Liang, Qiye Yang, Linquan Fang, Michel Kadoch, Mohamed Cheriet. 2023 « A real-time tracking algorithm for multi-target UAV based on deep learning ». Remote Sensing vol. 15 , nº 1
Mostafa Hussien, Ahmed Abdelmoaty, Mahmoud Elsaadany, Mohammed F. A. Ahmed, Ghyslain Gagnon, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Carrier frequency offset estimation in 5G NR: Introducing gradient boosting machines ». IEEE Access vol. 11. p. 34128-34137
Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « A learning framework for bandwidth-efficient distributed inference in wireless IoT ». IEEE Sensors Journal vol. 23 , nº 15. p. 17656-17666
Mostafa Hussien, Kim Khoa Nguyen, Ali Ranjha, Moez Krichen, Abdulaziz Alshammari, Mohamed Cheriet. 2023 « Enabling efficient data integration of industry 5.0 nodes through highly accurate neural CSI feedback ». IEEE Transactions on Consumer Electronics vol. 69 , nº 4. p. 813-824
Antoine Langevin, Mohamed Cheriet, Ghyslain Gagnon. 2023 « Efficient deep generative model for short-term household load forecasting using non-intrusive load monitoring ». Sustainable Energy, Grids and Networks vol. 34
Mohamed Mhiri, Mohammed Hamdan, Mohamed Cheriet. 2023 « Handwriting word spotting in the space of difference between representations using vision transformers ». Pattern Recognition Letters vol. 174. p. 39-45
Fatma Mtibaa, Kim Khoa Nguyen, Vasken Dermardiros, Scott McDonald, Jean-Simon Venne, Mohamed Cheriet. 2023 « Hierarchical multi-agent control framework for energy efficiency and carbon emission reduction in multi-zone buildings ». Journal of Building Engineering vol. 68
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Federated learning assisted deep Q-learning for joint task offloading and fronthaul segment routing in open RAN ». IEEE Transactions on Network and Service Management vol. 20 , nº 3. p. 3261-3273
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Two-level closed loops for RAN slice resources management serving flying and ground-based cars ». IEEE Transactions on Network and Service Management vol. 20 , nº 2. p. 1184-1198
Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Jointly optimized resource allocation for SDN control and forwarding planes in edge-cloud SDN-based networks ». Future Generation Computer Systems vol. 145. p. 176-188
Chuan Pham, Foroutan Fami, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « When RAN intelligent controller in O-RAN meets multi-UAV enable wireless network ». IEEE Transactions on Cloud Computing vol. 11 , nº 3. p. 2245-2259
Bo Rong, Mohamed Cheriet, Jon Montalban, Lei Shu, Yi Qian. 2023 « Special issue on green IoT for future space-air-ground-ocean-integrated networks and applications ». IEEE Internet of Things Journal vol. 10 , nº 11. p. 9249-9251
Li-Na Wang, Guoqiang Zhong, Yaxin Shi, Mohamed Cheriet. 2023 « Relational Fisher analysis: Dimensionality reduction in relational data with global convergence ». Algorithms vol. 16 , nº 11
Ying Wang, Naling Li, Peng Yu, Wenjing Li, Xuesong Qiu, Shangguang Wang, Mohamed Cheriet. 2023 « Intelligent and collaborative orchestration of network slices ». IEEE Transactions on Services Computing vol. 16 , nº 2. p. 1239-1253
Ao Yu, Hui Yang, Cuiyang Feng, Yunbo Li, Yang Zhao, Mohamed Cheriet, Athaniasios V. Vasilakos. 2023 « Socially-aware traffic scheduling for edge-assisted metaverse by deep reinforcement learning ». IEEE Network vol. 37 , nº 6. p. 74-81
Meriem Gagaoua, Hamza Ghilas, Abdelkamel Tari, Mohamed Cheriet. 2022 « Histogram of marked background (HMB) feature extraction method for arabic handwriting recognition ». International Journal of Image and Graphics vol. 22 , nº 2
Philippe Genois-Lefrançois, Thierry Lefèvre, Hassana Elzein, Mohamed Cheriet. 2022 « Sustainable innovation as a driver for socio-ecological transition ». Environmental Sciences Proceedings vol. 15 , nº 1
Hamza Ghilas, Meriem Gagaoua, Abdelkamel Tari, Mohamad Cheriet. 2022 « Spatial distribution of ink at keypoints (SDIK): A novel feature for word spotting in arabic documents ». International Journal of Image and Graphics vol. 22 , nº 4
Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Self-supervised learning for CSI compression in FDD massive MIMO systems ». IEEE Communications Letters vol. 26 , nº 11. p. 2641-2645
Antoine Langevin, Marc-André Carbonneau, Mohamed Cheriet, Ghyslain Gagnon. 2022 « Energy disaggregation using variational autoencoders ». Energy and Buildings vol. 254
Thierry Lefèvre, Claudia Déméné, Marie-Luc Arpin, Hassana Elzein, Philippe Genois-Lefrançois, Jean-François Morin, Mohamed Cheriet. 2022 « Trends characterizing technological innovations that increase environmental pressure: A typology to support action for sustainable consumption ». Frontiers in Sustainability vol. 3
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Age of processing-based data offloading for autonomous vehicles in MultiRATs Open RAN ». IEEE Transactions on Intelligent Transportation Systems vol. 23 , nº 11. p. 21450-21464
Chuan Pham, Duong Tan Nguyen, Kim-Khoa Nguyen, Nguyen H. Tran, Mohamed Cheriet. 2022 « Dynamic controller/switch mapping: A service oriented assignment approach ». IEEE Transactions on Parallel and Distributed Systems vol. 33 , nº 10. p. 2482-2495
Chuan Pham, Duong Tan Nguyen, Yosra Njah, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Share-to-run IoT services in edge cloud computing ». IEEE Internet of Things Journal vol. 9 , nº 1. p. 497-509
Abderrahmane Rahiche, Mohamed Cheriet. 2022 « Nonlinear orthogonal NMF on the stiefel manifold with graph-based total variation regularization ». IEEE Signal Processing Letters vol. 29. p. 1457-1461
Abderrahmane Rahiche, Mohamed Cheriet. 2022 « Variational bayesian orthogonal nonnegative matrix factorization over the stiefel manifold ». IEEE Transactions on Image Processing vol. 31. p. 5543-5558
Luciano Rodrigues Viana, Mohamed Cheriet, Kim-Khoa Nguyen, Daria Marchenko, Jean-François Boucher. 2022 « Sending fewer emails will not save the planet! An approach to make environmental impacts of ICT tangible for Canadian end users ». Sustainable Production and Consumption vol. 34. p. 453-466
Ying Wang, Hengbin An, Junhua Ba, Peng Yu, Yining Feng, Zhen Wei, Michel Kadoch, Mohamed Cheriet. 2022 « Energy-efficient method based on dynamic topology switching and reliability in SDNs ». IEEE Transactions on Sustainable Computing vol. 7 , nº 2. p. 427-440
Hui Yang, Yu Wan, Qiuyan Yao, Bowen Bao, Chao Li, Zhengjie Sun, Jie Zhang, Mohamed Cheriet. 2022 « Anomaly prediction with hybrid supervised/unsupervised deep learning for elastic optical networks: A multi-index correlative approach ». Journal of Lightwave Technology vol. 40 , nº 14. p. 4502-4513
Peng Yu, Mo Yang, Ao Xiong, Yahui Ding, Wenjing Li, Xuesong Qiu, Luoming Meng, Michel Kadoch, Mohamed Cheriet. 2022 « Intelligent-Driven green resource allocation for industrial internet of things in 5G heterogeneous networks ». IEEE Transactions on Industrial Informatics vol. 18 , nº 1. p. 520-530
Mourad Belhadj, Foudil Cherif, Mohamed Cheriet. 2021 « NMF-DCA: An efficient dendritic cell algorithm based on non-negative matrix factorization ». International Journal of Computing and Digital Systems vol. 10 , nº 1. p. 575-583
Xiuhua Fu, Tian Ding, Rongqun Peng, Cong Liu, Mohamed Cheriet. 2021 « Joint UAV channel modeling and power control for 5G IoT networks ». EURASIP Journal on Wireless Communications and Networking vol. 2021 , nº 1
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « UAV control for wireless service provisioning in critical demand areas: A deep reinforcement learning approach ». IEEE Transactions on Vehicular Technology vol. 70 , nº 7. p. 7138-7152
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Efficient routing using flexible ethernet in multi-layer multi-domain networks ». Journal of Lightwave Technology vol. 39 , nº 7. p. 1925-1936
Xu Liu, Abdelouahed Gherbi, Wubin Li, Zhenzhou Wei, Mohamed Cheriet. 2021 « TaijiGNN: A new cycle-consistent generative neural network for high-quality bidirectional transformation between RGB and multispectral domains ». Sensors vol. 21 , nº 16
Xu Liu, Abdelouahed Gherbi, Zhenzhou Wei, Wubin Li, Mohamed Cheriet. 2021 « Multispectral image reconstruction from color images using enhanced variational autoencoder and generative adversarial network ». IEEE Access vol. 9. p. 1666-1679
Fatma Mtibaa, Kim-Khoa Nguyen, Vasken Dermardiros, Mohamed Cheriet. 2021 « Context-aware model predictive control framework for multi-zone buildings ». Journal of Building Engineering vol. 42
Yosra Njah, Mohamed Cheriet. 2021 « Parallel route optimization and service assurance in energy-efficient software-defined industrial IoT networks ». IEEE Access vol. 9. p. 24682-24696
Chuan Pham, Duong Tuan Nguyen, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Optimized IoT service chain implementation in edge cloud platform: A deep learning framework ». IEEE Transactions on Network and Service Management vol. 18 , nº 1. p. 538-551
Abderrahmane Rahiche, Mohamed Cheriet. 2021 « Blind decomposition of multispectral document images using orthogonal nonnegative matrix factorization ». IEEE Transactions on Image Processing vol. 30. p. 5997-6012
Zhaoyuan Shi, Xianzhong Xie, Huabing Lu, Helin Yang, Michel Kadoch, Mohamed Cheriet. 2021 « Deep reinforcement learning based spectrum resource management for industrial Internet of Things ». IEEE Internet of Things Journal vol. 8 , nº 5. p. 3476-3489
Ying Wang, Leyi Zhang, Peng Yu, Ke Chen, Xuesong Qiu, Luoming Meng, Michel Kadoch, Mohamed Cheriet. 2021 « Reliability-oriented and resource-efficient service function chain construction and backup ». IEEE Transactions on Network and Service Management vol. 18 , nº 1. p. 240-257
Xin Xie, Tiancheng Wan, Bin Wang, Tijian Cai, Ao Yu, Mohamed Cheriet, Fengping Hu. 2021 « Improved intelligent image segmentation algorithm for mechanical sensors in industrial IoT: A joint learning approach ». Electronics vol. 10 , nº 4
Hui Yang, Ao Yu, Jie Zhang, Jingwen Nan, Bowen Bao, Qiuyan Yao, Mohamed Cheriet. 2021 « Data-driven network slicing from core to RAN for 5G broadcasting services ». IEEE Transactions on Broadcasting vol. 67 , nº 1. p. 23-32
Hui Yang, Kaixuan Zhan, Bowen Bao, Qiuyan Yao, Jie Zhang, Mohamed Cheriet. 2021 « Automatic guarantee scheme for intent-driven network slicing and reconfiguration ». Journal of Network and Computer Applications vol. 190
Qiuyan Yao, Hui Yang, Bowen Bao, Ao Yu, Jie Zhang, Mohamed Cheriet. 2021 « Core and spectrum allocation based on association rules mining in spectrally and spatially elastic optical networks ». IEEE Transactions on Communications vol. 69 , nº 8. p. 5299-5311
Ao Yu, Hui Yang, Kim Khoa Nguyen, Jie Zhang, Mohamed Cheriet. 2021 « Burst traffic scheduling for hybrid E/O switching DCN: An error feedback spiking neural network approach ». IEEE Transactions on Network and Service Management vol. 18 , nº 1. p. 882-893
Ao Yu, Qingkai Yang, Lihua Dou, Mohamed Cheriet. 2021 « Federated imitation learning: A cross-domain knowledge sharing framework for traffic scheduling in 6G ubiquitous IoT ». IEEE Network vol. 35 , nº 5. p. 136-142
Maroua Ben Attia, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Dynamic QoS-aware scheduling for concurrent traffic in smart home ». IEEE Internet of Things Journal vol. 7 , nº 6. p. 5412-5425
Abdolkhalegh Bayati, Kim-Khoa Nguyen, Mohamed Cheriet. 2020 « Gaussian process regression ensemble model for network traffic prediction ». IEEE Access vol. 8. p. 176540-176554
Behdad Heidarpour, Zbigniew Dziong, Wing Cheong Lau, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Application-oriented free data in cellular networks ». IEEE Access vol. 8. p. 71173-71188
Qian Huang, Xianzhong Xie, Mohamed Cheriet. 2020 « Reinforcement learning-based hybrid spectrum resource allocation scheme for the high load of URLLC services ». EURASIP Journal on Wireless Communications and Networking vol. 2020 , nº 1
Antoine Langevin, Ghyslain Gagnon, Mohamed Cheriet. 2020 « Crosstalk suppression in semi-intrusive load monitoring systems using hall effect sensors ». IEEE Transactions on Smart Grid vol. 11 , nº 6. p. 5019-5027
Xu Liu, Hibat‑Allah Ounifi, Abdelouahed Gherbi, Wubin Li, Mohamed Cheriet. 2020 « A hybrid GPU-FPGA based design methodology for enhancing machine learning applications performance ». Journal of Ambient Intelligence and Humanized Computing vol. 11 , nº 6. p. 2309-2323
Fatma Mtibaa, Kim-Khoa Nguyen, Muhammad Azam, Anastasios Papachristou, Jean-Simon Venne, Mohamed Cheriet. 2020 « LSTM-based indoor air temperature prediction framework for HVAC systems in smart buildings ». Neural Computing and Applications vol. 32 , nº 23. p. 17569-17585
Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Placement and Chaining for Run-time IoT Service Deployment in Edge-Cloud ». IEEE Transactions on Network and Service Management vol. 17 , nº 1. p. 459-472
Yosra Njah, Chuan Pham, Mohamed Cheriet. 2020 « Service and resource aware flow management scheme for an SDN-Based smart digital campus environment ». IEEE Access vol. 8. p. 119635-119653
Rongqun Peng, Yingxi Lou, Michel Kadoch, Mohamed Cheriet. 2020 « A human-guided machine learning approach for 5G smart tourism IoT ». Electronics vol. 9 , nº 6
Abderrahmane Rahiche, Rachid Hedjam, Somaya Al-maadeed, Mohamed Cheriet. 2020 « Historical documents dating using multispectral imaging and ordinal classification ». Journal of Cultural Heritage vol. 45. p. 71-80
Ana Carolina Riekstin, Antoine Langevin, Thomas Dandres, Ghyslain Gagnon, Mohamed Cheriet. 2020 « Time Series-Based GHG Emissions Prediction for Smart Homes ». IEEE Transactions on Sustainable Computing vol. 5 , nº 1. p. 134-146
Meriem Amina Si Saber, Mehdi Ghorbani, Abdolkhalegh Bayati, Kim-Khoa Nguyen, Mohamed Cheriet. 2020 « Online data center traffic classification based on inter-flow correlations ». IEEE Access vol. 8. p. 60401-60416
Yaser Esmaeili Salehani, Ehsan Arabnejad, Abderrahmane Rahiche, Athmane Bakhta, Mohamed Cheriet. 2020 « MSdB-NMF: multispectral document image binarization framework via non-negative matrix factorization approach ». IEEE Transactions on Image Processing vol. 29 , nº 1. p. 9099-9112
Shiyuan Tong, Yun Liu, Mohamed Cheriet, Michel Kadoch, Bo Shen. 2020 « UCAA: User-centric user association and resource allocation in fog computing networks ». IEEE Access vol. 8. p. 10671-10685
Julien Walzberg, Thomas Dandres, Nicolas Merveille, Mohamed Cheriet, Rejean Samson. 2020 « Should we fear the rebound effect in smart homes? ». Renewable and Sustainable Energy Reviews vol. 125
Shihao Xu, Zhenjiang Zhang, Michel Kadoch, Mohamed Cheriet. 2020 « A collaborative cloud-edge computing framework in distributed neural network ». EURASIP Journal on Wireless Communications and Networking vol. 2020
Hui Yang, Kaixuan Zhan, Michel Kadoch, Yongshen Liang, Mohamed Cheriet. 2020 « BLCS: Brain-like distributed control security in cyber physical systems ». IEEE Network vol. 34 , nº 3. p. 8-15
Zhixiang Yang, Lei Feng, Zhengwei Chang, Jizhao Lu, Rongke Liu, Michel Kadoch, Mohamed Cheriet. 2020 « Prioritized uplink resource allocation in smart grid backscatter communication networks via deep reinforcement learning ». Electronics vol. 9 , nº 4
Peng Yu, Fanqin Zhou, Xiang Zhang, Xuesong Qiu, Michel Kadoch, Mohamed Cheriet. 2020 « Deep learning-based resource allocation for 5G broadband TV service ». IEEE Transactions on Broadcasting vol. 66 , nº 4. p. 800-813
Yangan Zhang, Guichen Chen, Hang Du, Xueguang Yuan, Michel Kadoch, Mohamed Cheriet. 2020 « Real-time remote health monitoring system driven by 5G MEC-IoT ». Electronics vol. 9 , nº 11
Sherif Abuelwafa, Marco Pedersoli, Mohamed Cheriet. 2019 « Unsupervised exemplar-based learning for improved document image classification ». IEEE Access vol. 7. p. 133738-133748
Athmane Bakhta, Sébastien Leclaire, David Vidal, François Bertrand, Mohamed Cheriet. 2019 « Multiscale simulation of ink seepage into paper: a mesoscopic variational model ». Computer Physics Communications vol. 239. p. 1-13
Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2019 « Dynamic QoE/QoS-Aware queuing for heterogeneous traffic in smart home ». IEEE Access vol. 7. p. 58990-59001
Adil Fahad, Abdulmohsen Almalawi, Zahir Tari, Kurayman Alharthi, Fawaz S. Al Qahtani, Mohamed Cheriet. 2019 « Semtra: a semi-supervised approach to traffic flow labeling with minimal human effort ». Pattern Recognition vol. 91. p. 1-12
Nassim Haddaji, Kim Nguyen, Mohamed Cheriet. 2019 « TCO Planning Game for 5G Multitenant Virtualized Mobile BackHaul (V-MBH) Network ». Journal of Lightwave Technology vol. 37 , nº 24. p. 6193-6206
Qian Huang, Xianzhong Xie, Hong Tang, Tao Hong, Michel Kadoch, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Machine-learning-based cognitive spectrum assignment for 5G URLLC applications ». IEEE Network vol. 33 , nº 4. p. 30-35
Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet. 2019 « Word spotting and recognition via a joint deep embedding of image and text ». Pattern Recognition vol. 88. p. 312-320
Chuan Pham, Nguyen H. Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Joint energy scheduling and water saving in geo-distributed mixed-use buildings ». IEEE Transactions on Smart Grid vol. 10 , nº 5. p. 5345-5359
Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet. 2019 « Gabor filter-based texture for ancient degraded document image binarization ». Pattern Analysis and Applications vol. 22 , nº 1. p. 1-22
Atena Shahkolaei, Azeddine Beghdadi, Mohamed Cheriet. 2019 « Blind quality assessment metric and degradation classification for degraded document images ». Signal Processing: Image Communication vol. 76. p. 11-21
Alireza Shameli Sendi, Yosr Jarraya, Makan Pourzandi, Mohamed Cheriet. 2019 « Efficient provisioning of security service function chaining using network security defense patterns ». IEEE Transactions on Services Computing vol. 12 , nº 4. p. 534-549
Tao Tang, Tao Hong, Haohui Hong, Senyuan Ji, Shahid Mumtaz, Mohamed Cheriet. 2019 « An improved UAV-PHD filter-based trajectory tracking algorithm for multi-UAVs in future 5G IoT scenarios ». Electronics vol. 8 , nº 10
Julien Walzberg, Thomas Dandres, Nicolas Merveille, Mohamed Cheriet, Réjean Samson. 2019 « Accounting for fluctuating demand in the life cycle assessments of residential electricity consumption and demand-side management strategies ». Journal of Cleaner Production vol. 240
Julien Walzberg, Thomas Dandres, Nicolas Merveille, Mohamed Cheriet, Réjean Samson. 2019 « Assessing behavioural change with agent-based life cycle assessment: application to smart homes ». Renewable and Sustainable Energy Reviews vol. 111. p. 365-376
Sara Zhalehpour, Ehsan Arabnejad, Chad Wellmon, Andrew Piper, Mohamed Cheriet. 2019 « Visual information retrieval from historical document images ». Journal of Cultural Heritage vol. 40. p. 99-112
Vahid Asghari, Mohamed Cheriet. 2018 « Energy and connectivity aware resource optimization of nodes traffic distribution in smart home networks ». Future Generation Computer Systems vol. 88. p. 559-570
Asim Baig, Somaya A. S. Al-Ma'adeed, Ahmed Bouridane, Mohamed Cheriet. 2018 « Automatic segmentation and reconstruction of historical manuscripts in gradient domain ». IET Image Processing vol. 12 , nº 4. p. 502-512
Abdolkhalegh Bayati, Kim Nguyen, Mohamed Cheriet. 2018 « Multiple-step-ahead traffic prediction in high-speed networks ». IEEE Communications Letters vol. 22 , nº 12. p. 2447-2450
Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2018 « QoS-aware software-defined routing in smart community network ». Computer Networks vol. 147. p. 221-235
Hanene Boukerma, Christophe Choisy, Nadir Farah, Mohamed Cheriet. 2018 « The efficiency of the NSHPZ-HMM: theoretical and practical study ». Applied Intelligence vol. 48 , nº 12. p. 4660-4677
Yaser Esmaeili Salehani, Ehsan Arabnejad, Mohamed Cheriet. 2018 « Graph and sparse-based robust nonnegative block value decomposition for clustering ». IEEE Journal on Selected Topics in Signal Processing vol. 12 , nº 6. p. 1561-1574
Nassim Haddaji, Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « BackHauling-as-a-Service (BHaaS) for 5G optical sliced networks: an optimized TCO approach ». Journal of Lightwave Technology vol. 36 , nº 18. p. 4006-4017
Nassim Haddaji, Kim Nguyen, Mohamed Cheriet. 2018 « Towards end-to-end integrated optical packet network: Empirical analysis ». Optical Switching and Networking vol. 27. p. 18-39
Habib Louafi, Stéphane Coulombe, Mohamed Cheriet. 2018 « A TOPSIS-based QoE model for adapted content selection of slide documents ». Multimedia Tools and Applications vol. 77 , nº 20. p. 26741-26768
Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet. 2018 « Hierarchical representation learning using spherical k-means for segmentation-free word spotting ». Pattern Recognition Letters vol. 101. p. 52-59
Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet. 2018 « Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words ». Pattern Recognition Letters vol. 111. p. 87-93
Alexandre Milovanoff, Thomas Dandres, Caroline Gaudreault, Mohamed Cheriet, Réjean Samson. 2018 « Real-time environmental assessment of electricity use: a tool for sustainable demand-side management programs ». International Journal of Life Cycle Assessment vol. 23 , nº 10. p. 1981-1994
Duong Tuan Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « NFV-based architecture for the interworking between WebRTC and IMS ». IEEE Transactions on Network and Service Management vol. 15 , nº 4. p. 1363-1377
Chuan Pham, Nguyen H. Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « A distributed approach to emergency demand response in geo-distributed mixed-use buildings ». Journal of Building Engineering vol. 19. p. 506-518
Marta Režnáková, Lukas Tencer, Mohamed Cheriet. 2018 « Elastic memory learning for fuzzy inference models ». Applied Soft Computing vol. 67. p. 1-7
Ana Carolina Riekstin, Bruno Bastos Rodrigues, Kim Khoa Nguyen, Teresa Cristina Melo De Brito Carvalho, Catalin Meirosu, Burkhard Stiller, Mohamed Cheriet. 2018 « A survey on metrics and measurement tools for sustainable distributed cloud networks ». IEEE Communications Surveys and Tutorials vol. 20 , nº 2. p. 1244-1270
Yaser Esmaeili Salehani, Saeed Gazor, Mohamed Cheriet. 2018 « Sparse hyperspectral unmixing via heuristic ℓp-norm approach ». IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing vol. 11 , nº 4. p. 1191-1202
Atena Shahkolaei, Hossein Ziaei Nafchi, Somaya Al-Maadeed, Mohamed Cheriet. 2018 « Subjective and objective quality assessment of degraded document images ». Journal of Cultural Heritage vol. 30. p. 199-209
Alireza Shameli Sendi, Habib Louafi, Wenbo He, Mohamed Cheriet. 2018 « Dynamic optimal countermeasure selection for intrusion response system ». IEEE Transactions on Dependable and Secure Computing vol. 15 , nº 5. p. 755-770
Tara Nath Subedi, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « SDN-based fault-tolerant on-demand and in-advance bandwidth reservation in data center interconnects ». International Journal of Communication Systems vol. 31 , nº 4
Shahin Vakilinia, Mohamed Cheriet. 2018 « Preemptive cloud resource allocation modeling of processing jobs ». Journal of Supercomputing vol. 74 , nº 5. p. 2116-2150
Hossein Ziaei Nafchi, Mohamed Cheriet. 2018 « Efficient no-reference quality assessment and classification model for contrast distorted images ». IEEE Transactions on Broadcasting vol. 64 , nº 2. p. 518-523
Ehsan Arabnejad, Reza Farrahi Moghaddam, Mohamed Cheriet. 2017 « PSI: Patch-based script identification using non-negative matrix factorization ». Pattern Recognition vol. 67. p. 328-339
Youssouf Chherawala, Partha Pratim Roy, Mohamed Cheriet. 2017 « Combination of context-dependent bidirectional long short-term memory classifiers for robust offline handwriting recognition ». Pattern Recognition Letters vol. 90. p. 58-64
Thomas Dandres, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Yves Lemieux, Réjean Samson, Mohamed Cheriet. 2017 « Consideration of marginal electricity in real-time minimization of distributed data centre emissions ». Journal of Cleaner Production vol. 143. p. 116-124
Thomas Dandres, Nathan Vandromme, Glasha Obrekht, Andy Wong, Kim Khoa Nguyen, Yves Lemieux, Mohamed Cheriet, Réjean Samson. 2017 « Consequences of future data center deployment in canada on electricity generation and environmental impacts: A 2015-2030 prospective study ». Journal of Industrial Ecology vol. 21 , nº 5. p. 1312-1322
Reza Farrahi Moghaddam, Vahid Asghari, Fereydoun Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2017 « A Monte-Carlo approach to lifespan failure performance analysis of the network fabric in modular data centers ». Journal of Network and Computer Applications vol. 87. p. 131-146
Zineb Hadjadj, Mohamed Cheriet, Abdelkrim Meziane, Yazid Cherfa. 2017 « A new efficient binarization method: application to degraded historical document images ». Signal, Image and Video Processing vol. 11 , nº 6. p. 1155-1162
Habib Louafi, Stéphane Coulombe, Mohamed Cheriet. 2017 « Multi-objective optimization in dynamic content adaptation of slide documents ». IEEE Transactions on Services Computing vol. 10 , nº 2. p. 231-243
Faten M’hiri, Luc Duong, Christian Desrosiers, Nagib Dahdah, Joaquim Miró, Mohamed Cheriet. 2017 « Automatic evaluation of vessel diameter variation from 2D X-ray angiography ». International Journal of Computer Assisted Radiology and Surgery vol. 12 , nº 11. p. 1867-1876
Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet. 2017 « CorrC2G: Color to gray conversion by correlation ». IEEE Signal Processing Letters vol. 24 , nº 11. p. 1651-1655
Marta Režnáková, Lukas Tencer, Réjean Plamondon, Mohamed Cheriet. 2017 « Forgetting of unused classes in missing data environment using automatically generated data: Application to on-line handwritten gesture command recognition ». Pattern Recognition vol. 72. p. 355-367
Partha Pratim Roy, Guoqiang Zhong, Mohamed Cheriet. 2017 « Tandem hidden Markov models using deep belief networks for offline handwriting recognition ». Frontiers of Information Technology and Electronic Engineering vol. 18 , nº 7. p. 978-988
L. Tencer, M. Reznakova, M. Cheriet. 2017 « Summit-Training: A hybrid Semi-Supervised technique and its application to classification tasks ». Applied Soft Computing vol. 50. p. 1-20
L. Tencer, M. Reznakova, M. Cheriet. 2017 « UFuzzy: Fuzzy models with Universum ». Applied Soft Computing vol. 59. p. 1-18
Xiuzhen Zhang, Yuxuan Li, Ramamohanarao Kotagiri, Lifang Wu, Zahir Tari, Mohamed Cheriet. 2017 « KRNN: k Rare-class Nearest Neighbour classification ». Pattern Recognition vol. 62. p. 33-44
Vahid Asghari, Reza Farrahi Moghaddam, Mohamed Cheriet. 2016 « Performance analysis of modified BCube topologies for virtualized data center networks ». Computer Communications vol. 96. p. 52-61
Youssouf Chherawala, Partha Pratim Roy, Mohamed Cheriet. 2016 « Feature set evaluation for offline handwriting recognition systems: application to the recurrent neural network model ». IEEE Transactions on Cybernetics vol. 46 , nº 12. p. 2825-2836
Homa Davoudi, Mohamed Cheriet, Ehsanollah Kabir. 2016 « Lexicon reduction of handwritten Arabic subwords based on the prominent shape regions ». International Journal on Document Analysis and Recognition vol. 19 , nº 2. p. 139-153
Rachid Hedjam, Margaret Kalacska, Max Mignotte, Hossein Ziaei Nafchi, Mohamed Cheriet. 2016 « Iterative classifiers combination model for change detection in remote sensing imagery ». IEEE Transactions on Geoscience and Remote Sensing vol. 54 , nº 12. p. 6997-7008
Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Leye, Joaquim Miró, Mohamed Cheriet. 2016 « A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences ». Computers in Biology and Medicine vol. 79. p. 45-58
Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2016 « SmartRegion: a region-based, distributed approach to software defined networks ». International Journal of Communication Networks and Distributed Systems vol. 17 , nº 3. p. 206-233
Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet. 2016 « MUG: A parameterless no-reference jpeg quality evaluator robust to block size and misalignment ». IEEE Signal Processing Letters vol. 23 , nº 11. p. 1577-1581
Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet. 2016 « Mean deviation similarity index: Efficient and reliable full-reference image quality evaluator ». IEEE Access vol. 4. p. 5579-5590
Kim-Khoa Nguyen, Mohamed Cheriet. 2016 « Virtual edge-based smart community network management ». IEEE Internet Computing vol. 20 , nº 6. p. 32-41
Marta Renakova, Lukas Tencer, Mohamed Cheriet. 2016 « Incremental similarity for real-time on-line incremental learning systems ». Pattern Recognition Letters vol. 74. p. 61-67
Alireza Shameli-Sendi, Rouzbeh Aghababaei-Barzegar, Mohamed Cheriet. 2016 « Taxonomy of information security risk assessment (ISRA) ». Computers and Security vol. 57. p. 14-30
Shahin Vakilinia, Behdad Heidarpour, Mohamed Cheriet. 2016 « Energy Efficient Resource Allocation in Cloud Computing Environments ». IEEE Access vol. 4. p. 8544-8557
D. Bouchaffra, Mohamed Cheriet, P. M. Jodoin, D. Beck. 2015 « Machine learning and pattern recognition models in change detection ». Pattern Recognition vol. 48 , nº 3. p. 613-615
Rachid Hedjam, Hossein Ziaei Nafchi, Margaret Kalacska, Mohamed Cheriet. 2015 « Influence of color-to-gray conversion on the performance of document image binarization: toward a novel optimization problem ». IEEE Transactions on Image Processing vol. 24 , nº 11. p. 3637-3651
Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2015 « Carbon-aware distributed cloud: multi-level grouping genetic algorithm ». Cluster Computing vol. 18 , nº 1. p. 477-491
K. K. Nguyen, Mohamed Cheriet. 2015 « Environment-aware virtual slice provisioning in green cloud environment ». IEEE Transactions on Services Computing vol. 8 , nº 3. p. 507-519
M. Režnáková, L. Tencer, Mohamed Cheriet. 2015 « SO-ARTIST: Self-organized ART-2A inspired clustering for online Takagi-Sugeno fuzzy models ». Applied Soft Computing vol. 31. p. 132-152
Alireza Shameli-Sendi, Makan Pourzandi, Mohamed Fekih-Ahmed, Mohamed Cheriet. 2015 « Taxonomy of Distributed Denial of Service mitigation approaches for cloud computing ». Journal of Network and Computer Applications vol. 58. p. 165-179
Tara Nath Subedi, Kim Khoa Nguyen, Mohamed Cheriet. 2015 « OpenFlow-based in-network Layer-2 adaptive multipath aggregation in data centers ». Computer Communications vol. 61. p. 58-69
L. Tencer, M. Reznakova, Mohamed Cheriet. 2015 « TITS-FM: Transductive incremental Takagi-Sugeno fuzzy models ». Applied Soft Computing vol. 26. p. 531-544
Guoqiang Zhong, Mohamed Cheriet. 2015 « Tensor representation learning based image patch analysis for text identification and recognition ». Pattern Recognition vol. 48 , nº 4. p. 1211-1224
H. Ziaei Nafchi, A. Shahkolaei, R. Farrahi Moghaddam, Mohamed Cheriet. 2015 « FSITM: a feature similarity index for tone-mapped images ». IEEE Signal Processing Letters vol. 22 , nº 8. p. 1026-1029
Youssouf Chherawala, Mohamed Cheriet. 2014 « Arabic word descriptor for handwritten word indexing and lexicon reduction ». Pattern Recognition vol. 47 , nº 10. p. 3477-3486
Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Mohamed Cheriet. 2014 « Phase-based binarization of ancient document images: Model and applications ». IEEE Transactions on Image Processing vol. 23 , nº 7. p. 2916-2930
Kim-Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014 « Virtual slice assignment in large-scale cloud interconnects ». IEEE Internet Computing vol. 18 , nº 4. p. 37-46
Alireza Shameli-Sendi, Mohamed Cheriet, Abdelwahab Hamou-Lhadj. 2014 « Taxonomy of intrusion risk assessment and response system ». Computers and Security vol. 45. p. 1-16
Guoqiang Zhong, Mohamed Cheriet. 2014 « Large margin low rank tensor analysis ». Neural Computation vol. 26 , nº 4. p. 761-780
Mohamed Cheriet, R. Farrahi Moghaddam, R. Hedjam. 2013 « A learning framework for the optimization and automation of document binarization methods ». Computer Vision and Image Understanding vol. 117 , nº 3. p. 269-280
Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2013 « A modified GHG intensity indicator: Toward a sustainable global economy based on a carbon border tax and emissions trading ». Energy Policy vol. 57. p. 363-380
Rachid Hedjam, Mohamed Cheriet. 2013 « Historical document image restoration using multispectral imaging system ». Pattern Recognition vol. 46 , nº 8. p. 2297-2312
Kim-Khoa Nguyen, Mohamed Cheriet. 2013 « Enabling infrastructure as a service (IaaS) on IP networks: From distributed to virtualized control plane ». IEEE Communications Magazine vol. 51 , nº 1. p. 136-144
Kim-Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Michel Savoie, Bobby Ho. 2013 « Powering a data center network via renewable energy: A green testbed ». IEEE Internet Computing vol. 17 , nº 1. p. 40-49
David Rivest-Henault, Mohamed Cheriet. 2013 « 3-D curvilinear structure detection filter via structure-ball analysis ». IEEE Transactions on Image Processing vol. 22 , nº 7. p. 2849-2863
Mansour Abed, Adel Belouchrani, Mohamed Cheriet, Boualem Boashash. 2012 « Time-frequency distributions based on compact support kernels: properties and performance evaluation ». IEEE Transactions on Signal Processing vol. 60 , nº 6. p. 2814-2827
Vincent Berthiaume, Mohamed Cheriet. 2012 « Handwritten digit recognition by fourier-packet descriptors ». Electronic Letters on Computer Vision and Image Analysis vol. 11 , nº 1. p. 68-76
Y. Chherawala, M. Cheriet. 2012 « W-TSV: Weighted topological signature vector for lexicon reduction in handwritten Arabic documents ». Pattern Recognition vol. 45 , nº 9. p. 3277-3287
Reza Farrahi Moghaddam, Mohamed Cheriet. 2012 « AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization ». Pattern Recognition vol. 45 , nº 6. p. 2419-2431
Rachid Hedjam, Reza F. Moghaddam, Mohamed Cheriet. 2012 « Corrigendum to "A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images" [Pattern Recognition 44 (2011) 2184–2196] ». Pattern Recognition vol. 45 , nº 8. p. 3045-3045
Mathieu Lemay, Kim-Khoa Nguyen, Bill St Arnaud, Mohamed Cheriet. 2012 « Toward a zero-carbon network converging cloud computing and network virtualization ». IEEE Internet Computing vol. 16 , nº 6. p. 51-59
Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2012 « Maximum entropy Gibbs density modeling for pattern classification ». Entropy vol. 14 , nº 12. p. 2478-2491
R. F. Moghaddam, M. Cheriet. 2012 « Real-time knowledge-based processing of images: application of the online NLPM method to perceptual visual analysis ». IEEE Transactions on Image Processing vol. 21 , nº 8. p. 3390-3404
Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Victor Reijs, Andrew MacKarel, Alin Pastrama. 2012 « Environmental-aware virtual data center network ». Computer Networks vol. 56 , nº 10. p. 2538-2550
Solen Quiniou, Mohamed Cheriet, Éric Anquetil. 2012 « Error handling approach using characterization and correction steps for handwritten document analysis ». International Journal on Document Analysis and Recognition vol. 15 , nº 2. p. 125-141
D. Rivest-Henault, H. Sundar, M. Cheriet. 2012 « Nonrigid 2D/3D registration of coronary artery models with live fluoroscopy for guidance of cardiac interventions ». IEEE Transactions on Medical Imaging vol. 31 , nº 8. p. 1557-1572
David Rivest-Henault, Reza Farrahi Moghaddam, Mohamed Cheriet. 2012 « A local linear level set method for the binarization of degraded historical document images ». International Journal on Document Analysis and Recognition vol. 15 , nº 2. p. 101-124
Paul Steenhof, Chris Weber, Martin Brooks, John Spence, Randall Robinson, Rob Simmonds, Cameron Kiddle, David Aikema, Michel Savoie, Bobby Ho, Mathieu Lemay, Jonathan Fung, Mohamed Cheriet. 2012 « A protocol for quantifying the carbon reductions achieved through the provision of low or zero carbon ICT services ». Sustainable Computing: Informatics and Systems vol. 2 , nº 1. p. 23-32
Mathias M. Adankon, Mohamed Cheriet. 2011 « Help-training for semi-supervised support vector machines ». Pattern Recognition vol. 44 , nº 9. p. 2220-2230
Mathias M. Adankon, Mohamed Cheriet, Alain Biem. 2011 « Semisupervised learning using Bayesian interpretation : application to LS-SVM ». IEEE Transactions on Neural Networks vol. 22 , nº 4. p. 513-524
Charles Despins, Fabrice Labeau, Tho Le Ngoc, Richard Labelle, Mohamed Cheriet, Claude Thibeault, François Gagnon, Alberto Leon-Garcia, Omar Cherkaoui, Bill St. Arnaud, Jacques McNeill, Yves Lemieux, Mathieu Lemay. 2011 « Leveraging green communications for carbon emission reductions : techniques, testbeds and emerging carbon footprint standards ». IEEE Communications Magazine vol. 49 , nº 8. p. 101-109
Vincent Doré, Reza Farrahi Moghaddam, Mohamed Cheriet. 2011 « Non-local adaptive structure tensors : application to anisotropic diffusion and shock filtering ». Image and Vision Computing vol. 29 , nº 11. p. 730-743
Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2011 « A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images ». Pattern Recognition vol. 44 , nº 9. p. 2184-2196
Reza Farrahi Moghaddam, Mohamed Cheriet. 2011 « Beyond pixels and regions : a non-local patch means (NLPM) method for content-level restoration, enhancement, and reconstruction of degraded document images ». Pattern Recognition vol. 44 , nº 2. p. 363-374
David Rivest-Hénault, Mohamed Cheriet. 2011 « Unsupervised MRI segmentation of brain tissues using a local linear model and level set ». Magnetic Resonance Imaging vol. 29 , nº 2. p. 243-259
Mathias M. Adankon, Mohamed Cheriet. 2010 « Genetic algorithm-based training for semi-supervised SVM ». Neural Computing and Applications vol. 19 , nº 8. p. 1197-1206
Reza Farrahi Moghaddam, Mohamed Cheriet. 2010 « A multi-scale framework for adaptive binarization of degraded document images ». Pattern Recognition vol. 43 , nº 6. p. 2186-2198
Reza Farrahi Moghaddam, Mohamed Cheriet. 2010 « A variational approach to degraded document enhancement ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 32 , nº 8. p. 1347-1361
A. Sehad, N. Bessah, I. Touari, Y. Benfattoum, H. Khali, Mohamed Cheriet. 2010 « A new PCA-based face authentication approach for smart-card implementation ». International Review on Computers and Software vol. 5 , nº 4. p. 384-389
Mathias M. Adankon, Mohamed Cheriet. 2009 « Model selection for the LS-SVM : application to handwriting recognition ». Pattern Recognition vol. 42 , nº 12. p. 3264-3270
Mathias M. Adankon, Mohamed Cheriet, Alain Biem. 2009 « Semisupervised least squares support vector machine ». IEEE Transactions on Neural Networks vol. 20 , nº 12. p. 1858-1870
Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2009 « 2DPCA-based techniques in DCT domain for face recognition ». International Journal of Intelligent Systems Technologies and Applications vol. 7 , nº 3. p. 243-265
Mohamed Cheriet, Horst Bunke, Jianying Hu, Fumitaka Kimura, Ching Y. Suen. 2009 « New frontiers in handwriting recognition ». Pattern Recognition vol. 42 , nº 12. p. 3129-3130
Mohamed Cheriet, Mounim El Yacoubi, Hiromichi Fujisawa, Daniel Lopresti, Guy Lorette. 2009 « Handwriting recognition research : twenty years of achievement... and beyond ». Pattern Recognition vol. 42 , nº 12. p. 3131-3135
Vincent Doré, Mohamed Cheriet. 2009 « Robust NL-means filter with optimal pixel-wise smoothing parameter for statistical image denoising ». IEEE Transactions on Signal Processing vol. 57 , nº 5. p. 1703-1716
Nader Fnaiech, Farhat Fnaiech, B. W. Jervis, Mohamed Cheriet. 2009 « The combined statistical stepwise and iterative neural network pruning algorithm ». Intelligent Automation and Soft Computing vol. 15 , nº 4. p. 573-589
Safeya Mamish, Mohamed Cheriet. 2009 « Correcting arabic OCR errors using improved topic-based language models ». International Journal of Computer Processing of Languages vol. 22 , nº 4. p. 321-340
Reza Farrahi Moghaddam, Mohamed Cheriet. 2009 « Low quality document image modeling and enhancement ». International Journal on Document Analysis and Recognition vol. 11 , nº 4. p. 183-201
Reza Farrahi Moghaddam, Mohamed Cheriet. 2009 « RSLDI : restoration of single-sided low-quality document images ». Pattern Recognition vol. 42 , nº 12. p. 3355-3364
Hassan Seddik, Mounir Sayadi, Farhat Fnaiech, Mohamed Cheriet. 2009 « Image watermarking based on the hessenberg transform ». International Journal of Image and Graphics vol. 9 , nº 3. p. 411-433
Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2008 « Bayes classification of online Arabic characters by Gibbs modeling of class conditional densities ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 30 , nº 7. p. 1121-1131
Mounir Sayadi, Samir Sakrane, Farhat Fnaiech, Mohamed Cheriet. 2008 « Gray-level texture characterization based on a new adaptive nonlinear auto-regressive filter ». Electronic Letters on Computer Vision and Image Analysis vol. 7 , nº 1. p. 40-53
Mathias M. Adankon, Mohamed Cheriet. 2007 « Optimizing resources in model selection for support vector machine ». Pattern Recognition vol. 40 , nº 3. p. 953-963
N. Kharma, H. Moghnieh, J. Yao, Y. P. Guo, A. Abu-Baker, J. Laganiere, G. Rouleau, Mohamed Cheriet. 2007 « Automatic segmentation of cells from microscopic imagery using ellipse detection ». IET Image Processing vol. 1 , nº 1. p. 39-47
Saeid Saryazdi, Mohamed Cheriet. 2007 « PKCS: a polynomial kernel family with compact support for scale-space image processing ». IEEE Transactions on Image Processing vol. 16 , nº 9. p. 2299-2308
H. Seddik, M. Sayadi, F. Fnaiech, Mohamed Cheriet. 2007 « A new multi-domains image watermarking method based on multi-watermarks embedding and neural network segmentation ». Applied Mathematical Sciences vol. 1 , nº 39. p. 1927-1939
E. Ben Braiek, Mohamed Cheriet, V. Doré. 2006 « Conception d’une nouvelle famille de noyaux séparables à support compact appliqués à l’extraction des données visuelles manuscrites ». Traitement du Signal vol. 23 , nº 1. p. 25-40
Mohamed Cheriet, Vincent Doré. 2006 « Amincissement-sans-segmentation et rehaussement des images de niveau de gris par un filtre de chocs utilisant des champs de diffusion ». Traitement du Signal vol. 23 , nº 1. p. 79-94
Y. Fataicha, Mohamed Cheriet, J.Y. Nie, C.Y. Suen. 2006 « Retrieving poorly degraded OCR documents ». International Journal on Document Analysis and Recognition vol. 8 , nº 1. p. 15-26
N.E. Ayat, Mohamed Cheriet, C.Y. Suen. 2005 « Automatic model selection for the optimization of SVM kernels ». Pattern Recognition vol. 38 , nº 10. p. 1733-1746
Ezzedine Ben Braiek, Mohamed Cheriet, Vincent Doré. 2005 « SKCS-A separable kernel family with compact support to improve visual segmentation of handwritten data ». Electronic Letters on Computer Vision and Image Analysis vol. 5 , nº 1. p. 14-29
Mohamed Cheriet, Jean-Christophe Demers, Sylvain Deblois. 2005 « Shock filter-based diffusion fields—application to grayscale character image processing ». International Journal of Image and Graphics vol. 5 , nº 2
Neila Mazghani, Amar Mitiche, Mohamed Cheriet. 2005 « A new representation of shape and its use for high performance in on-line Arabic character recognition by an associative memory ». International Journal on Document Analysis and Recognition vol. 7 , nº 4. p. 201-210
J. Milgram, Robert Sabourin, Mohamed Cheriet. 2005 « Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support ». Traitement du Signal vol. 22 , nº 3. p. 293-304
Jonathan Milgram, Robert Sabourin, Mohamed Cheriet. 2005 « Combining model-based and discriminative approaches in a modular two-stage classification system : application to isolated handwritten digit recognition ». Electronic Letters on Computer Vision and Image Analysis vol. 5 , nº 2. p. 1-15
P. Radziszewski, B. Picard, A.-M. Bourret, J.-P. Brunet, M. Tétreault, K. Zaras, M. Cheriet, J. Ouellet. 2005 « Particleboard surface-roughness classification system modeling, simulation, and bench testing ». Journal of Manufacturing Science and Engineering vol. 127 , nº 3. p. 677-686
K. T. Abou-Moustafa, Mohamed Cheriet, C. Y. Suen. 2004 « On the structure of hidden Markov models ». Pattern Recognition Letters vol. 25 , nº 8. p. 923-931
Yousef Al-Ohali, Mohamed Cheriet, Ching Suen. 2003 « Databases for recognition of handwritten Arabic cheques ». Pattern Recognition vol. 36 , nº 1. p. 111-121
Mohamed Cheriet, L. Remaki. 2003 « Enhanced and restored signals as a generalized solution for shock filter models. Part II - numerical study ». Journal of Mathematical Analysis and Applications vol. 279 , nº 2. p. 398-417
Lakhdar Remaki, Mohamed Cheriet. 2003 « Enhanced and restored signals as a generalized solution for shock filter models. Part I - existence and uniqueness result of the Cauchy problem ». Journal of Mathematical Analysis and Applications vol. 279 , nº 1. p. 189-209
Lakhdar Remaki, Mohamed Cheriet. 2003 « Numerical schemes of shock filter models for image enhancement and restoration ». Journal of Mathematical Imaging and Vision vol. 18 , nº 2. p. 129-143
Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen. 2002 « StrCombo : combination of string recognizers ». Pattern Recognition Letters vol. 23 , nº 4. p. 381-394
Ye Xiangyun, Mohamed Cheriet, Ching Y. Suen. 2001 « A generic method of cleaning and enhancing handwritten data from business forms ». International Journal on Document Analysis and Recognition vol. 4 , nº 2. p. 84-96
Ye Xiangyun, Mohamed Cheriet, Ching Y. Suen. 2001 « Stroke-model-based character extraction from gray-level document images ». IEEE Transactions on Image Processing vol. 10 , nº 8. p. 1152-1161
Lakhdar Remaki, Mohamed Cheriet. 2000 « KCS - new kernel family with compact support in scale space : formulation and impact ». IEEE Transactions on Image Processing vol. 9 , nº 6. p. 970-981
Mohamed Cheriet. 1999 « Extraction of handwritten data from noisy gray-level images using a multiscale approach ». International Journal of Pattern Recognition and Artificial Intelligence vol. 13 , nº 5. p. 665-684
Mohamed Cheriet, Y. H. Yang. 1999 « Vision Interface - real world applications of computer vision - preface ». International Journal of Pattern Recognition and Artificial Intelligence vol. 13 , nº 5. p. 589-590
Xiangyun Ye, Mohamed Cheriet, Y. Ching Suen, Ke Liu. 1999 « Extraction of bankcheck items by mathematical morphology ». International Journal on Document Analysis and Recognition vol. 2 , nº 2. p. 53-66
Mohamed Cheriet, J. N. Said, C. Y. Suen. 1998 « A recursive thresholding technique for image segmentation ». IEEE Transactions on Image Processing vol. 7 , nº 6. p. 918-921
M. Coté, E. Lecolinet, Mohamed Cheriet, Ching Y. Suen. 1998 « Automatic reading of cursive scripts using a reading model and perceptual concepts : the PERFECTO system ». International Journal on Document Analysis and Recognition vol. 1 , nº 1. p. 3-17
Ke Liu, Ching Y. Suen, Mohamed Cheriet, Joseph N. Said, Christine Nadal, Yuan Y. Tang. 1997 « Automatic extraction of baselines and data from check images ». International Journal of Pattern Recognition and Artificial Intelligence vol. 11 , nº 4. p. 675-697
Ching Y. Suen, L. Lam, D. Guillevic, N. W. Strathy, Mohamed Cheriet, J. N. Said, R. Fan. 1996 « Bank check processing system ». International Journal of Imaging Systems and Technology vol. 7 , nº 4. p. 392-403
Yuan Y. Tang, Ching Y. Suen, Yan Chang De, Mohamed Cheriet. 1995 « Financial document processing based on staff line and description language ». IEEE Transactions on Systems, Man and Cybernetics vol. 25 , nº 5. p. 738-754
Mohamed Cheriet, Ching Y. Suen. 1993 « Extraction of key letters for cursive script recognition ». Pattern Recognition Letters vol. 14 , nº 12. p. 1009-1017
Ching Y. Suen, R. Legault, C. Nadal, Mohamed Cheriet, L. Lam. 1993 « Building a new generation of handwriting recognition systems ». Pattern Recognition Letters vol. 14 , nº 4. p. 303-315

Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Yves Lemieux, Adriano Matos Pinheiro, Mohamed Cheriet. 2023-07-11 « Method, system and apparatus for enabling live and/or hot migration of physical resources ». Brevet américain US 11,700,705.
Makan Pourzandi, Mohamed Cheriet, Yosr Jarraya, Daniel Migault, Alireza Shameli-Sendi. 2021-09-22 « Composition et décomposition d'ensemble de règles de pare-feu ». Brevet européen EP 3586485.
Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2020-11-24 « Systems and methods relating to a smart home manager ». Brevet américain US 10,848,338.
Yosr Jarraya, Alireza Shameli-Sendi, Mohamed Fekih-Ahmed, Pourzandi Makan, Mohamed Cheriet. 2019-10-08 « Multi-stage defense-aware security modules placement in the cloud ». Brevet américain US 10,439,984.
Makan Pourzandi, Mohamed Fekih Ahmed, Mohamed Cheriet, Chamseddine Talhi. 2018-03-06 « Multi-tenant isolation in a cloud environment using software defined networking ». Brevet américain US 9,912,582.
Mohamed Cheriet. 2006-04-25 « Method and system for measuring the energy of a signal ». Brevet américain US 7,035,744.

Darine Amayed, Fehmi Jaafar, Riadh Ben Chaabene, Mohamed Cheriet. 2023 « Security and corporate violation to privacy in the internet of things age ». In Blockchain and artificial intelligence-based solution to enhance the privacy in digital identity and IoT. p. 39-69. CRC Press
Darine Ameyed, Fehmi Jaafar, Riadh Ben Chaabene, Mohamed Cheriet. 2023 « Federated learning and blockchain: An opportunity for artificial intelligence with data regulation ». In AI, machine learning and deep learning: A security perspective. p. 157-166. CRC Press
Charles Despins, Fabrice Labeau, Richard Labelle, Mohamed Cheriet, Alberto Leon-Garcia, Omar Cherkaoui. 2016 « Green communications for carbon emission reductions : architectures and standards ». In Green communications : theoretical fundamentals, algorithms, and applications. p. 125-148. CRC Press
Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2014 « IIGHGINT: a generalization to the modified GHG intensity universal indicator toward a production/consumption insensitive border carbon tax ». In Progress in Economics Research vol. 29. p. 131-147. Nova Science Publishers, Inc.
Guoqiang Zhong, Mohamed Cheriet. 2014 « Low rank tensor manifold learning ». In Low-Rank and Sparse Modeling for Visual Analysis. p. 133-150. Springer International Publishing
Mohamed Cheriet, Reza Farrahi Moghaddam, Ehsan Arabnejad, Guoqiang Zhong. 2013 « Manifold learning for the shape-based recognition of historical arabic documents ». In Handbook of Statistics : Machine Learning : Theory and Applications vol. 31. p. 471-491. Elsevier
K. K. Nguyen, A. Daouadji, M. Cheriet, M. Lemay. 2012 « Ontology-based resource description and discovery framework for low-carbon ». In Communication and networking in smart grids. p. 137-152. CRC press
Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Bill St. Arnaud, Victor Reijs, Andrew Mackarel, Pau Minoves, Alin Pastrama, Ward Van Heddeghem. 2011 « Renewable energy provisioning for ICT services in a future internet ». In The future internet : future internet assembly 2011: achievements and technological promises. p. 419-429. Springer-Verlag
J. Milgram, Robert Sabourin, Mohamed Cheriet. 2010 « Combining model-based and discriminative approaches in a modular two-stage classification system : application to isolated handwritten digit recognition ». In Progress in Computer Vision and Image Analysis. p. 181-205. World Scientific Publishing Co. Pte. Ltd.
Mohamed Cheriet, Y. Al-Ohali, N. Ayat, C.Y. Suen. 2007 « Arabic cheque processing system : issues and future trends ». In Digital document processing : major directions and recent advances. p. 213-234. Springer-Verlag London Limited
Mohamed Cheriet. 1999 « Extraction of handwritten data from noisy gray-level images using a multiscale approach ». In Vision Interface : Real world applications of computer vision. p. 79-98. World Scientific
Yuan Y. Tang, M. Cheriet, Jiming Liu, J. N. Said, Ching Y. Suen. 1999 « Document analysis and recognition by computers ». In Handbook of pattern recognition and computer vision. p. 579-612. World Scientific
Myriam Côté, Eric Lecolinet, Mohamed Cheriet, Ching Y. Suen. 1996 « Using reading models for cursive script recognition ». In Handwriting and drawing research : basic and applied issues. p. 299-313. IOS Press ; Ohmsha
Yuan Y. Tang, Yan Chang De, Mohamed Cheriet, Ching Y. Suen. 1993 « Automatic analysis and understanding of documents ». In Handbook of Pattern Recognition and Computer Vision. p. 625-654. World Scientific

F. M'Hiri, N. Dahdah, L. Duong, C. Desrosiers, M. Leye, J. Miró, M. Cheriet. 2014 « Analyse automatique de distensibilité des artères à partir des séquences angiographiques 2D ». Communication lors de la conférence : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JCF) (Montreal, QC, Canada, Fév. 2014)
F. M'Hiri, P. Adjagba, M. Bakloul, C. Desrosiers, L. Duong, M. Cheriet, C. Lapierre, J. Miró. 2013 « Extraction de structures vasculaires à partir d'angiographies 2D ». Communication lors de la conférence : 4ème Journée Cardio-pédiatrique et Foeto-maternelle (JCF) (Montreal, QC, Canada, Mars 2013)
Mathias M. Adankon, Mohamed Cheriet. 2008 « Model selection for LS-SVM : application to handwriting recognition ». Communication lors de la conférence : 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Montreal, QC, Canada, Aug. 19-21, 2008)
Mohamed Cheriet, R. Farrahi Moghaddam. 2008 « Low quality image processing for DIAR : issues and directions ». Communication lors de la conférence : 16th European Signal Processing Conference (EUSIPCO) (Lausanne, Switzerland, Aug. 25-29, 2008)
N. Mezghani, A. Mitiche, Mohamed Cheriet. 2006 « Estimation de densité de probabilité par maximum d'entropie et reconnaissance bayesienne de caractères Arabes en-ligne. ». Communication lors de la conférence : 15e Congrès Francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle (RFIA) (Tours, France, 25-27 janv. 2006)
M. Adankon, Mohamed Cheriet, N.E. Ayat. 2005 « Optimizing resources in model selection for support vector machines ». Communication lors de la conférence : IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, QC, Canada, July 31-Aug. 4, 2005)
H. Seddik, M. Sayadi, F. Faniech, Mohamed Cheriet. 2005 « A new spatial watermarking method based on a logarithmic transformation of an encrypted embedded Mark ». Communication lors de la conférence : 17th IMACS World Congress on Scientific Computation, Applied Mathematics and Simulations (Paris, France, July 11-15, 2005)
V. Berthiaume, Mohamed Cheriet, Christian Gargour. 2003 « Handwritten character analysis by wavelet transform ». Communication lors de la conférence : Canadian Conference on Electrical and Computer Engineering 2003 (CCECE 03) (Montreal, QC, Canada, May 4-17, 2003)
Mohamed Cheriet, Daniel Crevier, Jacques A. de Guise, Sylvie Doré, Pierre Dumouchel, Richard Lepage, Rita Noumeir, Robert Sabourin. 1996 « Présentation des activités du laboratoire d'imagerie, de vision et d'intelligence artificielle ». Communication lors de la conférence : Conférence-midi du Département de Génie Électrique de l'ÉTS (Montréal, QC, Canada, 15 févr. 1996)
J. C. Simon, M. Cheriet. 1990 « Finding ascenders and descenders of handwritten words ». Communication lors de la conférence : International Association for Pattern Recognition (IAPR) Workshop on syntactic and structural pattern recognition (Murray Hill, NJ, USA, June 13-15, 1990)

Amin Ghasemi Nafchi, Mohamed Cheriet. 2025 « BA-GAN: A boundary-aware generative adversarial network for document restoration ». Intelligent Systems and Pattern Recognition : 4th International Conference, ISPR 2024, Revised Selected Papers, Part II (Istanbul, Turkey, June 26-28, 2024) Springer
Ahmed Bali, Mohamed Cheriet, Abdelouahed Gherbi. 2024 « Enhancing traffic load forecasting in 5G networks: A statistical and temporal feature engineering approach ». International Wireless Communications and Mobile Computing (IWCMC) (Ayia Napa, Cyprus, May 27-31, 2024) Institute of Electrical and Electronics Engineers Inc.
Ahmed Bali, Pierre-Emmanuel Hladik, Horace Gandji, Abdelouahed Gherbi, Mohamed Cheriet. 2024 « Integrating random forest prediction for energy optimization in solar-powered environmental monitoring ». IEEE 27th International Symposium on Real-Time Distributed Computing (ISORC) (Tunis, Tunisia, May 22-25, 2024) Institute of Electrical and Electronics Engineers Inc.
Baha Edine Harrath, Mohamed Mhiri, Mohamed Cheriet. 2024 « Word image representation at local and global levels based on vision transformers ». 9th International Conference on Computer Science and Engineering (UBMK) (Antalya, Turkey, Oct. 26-28, 2024) Institute of Electrical and Electonics Engineers Inc.
Tai Manh Ho, Kim Khoa Nguyen, Jennie Diem Vo, Adel Larabi, Mohamed Cheriet. 2024 « Energy efficient orchestration for O-RAN ». GLOBECOM 2024 - 2024 IEEE Global Communications Conference (Cape Town, South Africa, Dec. 08-12, 2024) Institute of Electrical and Electronics Engineers Inc.
Mostafa Hussien, Ahmed Abdelmoaty, Mahmoud Elsaadany, Mohammed F. A. Ahmed, Ghyslain Gagnon, Mohamed Cheriet. 2024 « Temporal-correlation modeling for improved CFO estimation: The bimodule CFO estimation (BMCE) framework ». International Wireless Communications and Mobile Computing (IWCMC) (Ayia Napa, Cyprus, May 27-31, 2024) Institute of Electrical and Electronics Engineers Inc.
Mostafa Hussien, Mohamed Shoaib, Di Wu, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Surrogate Data Source Transfer (SDST): An efficient transfer learning approach for time series forecasting ». IEEE International Conference on Communications (Denver, CO, USA, June 09-13, 2024) Institute of Electrical and Electronics Engineers Inc.
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Dynamic flexethernet defragmentation under time-varying traffic in multi-layer multi-domain networks ». International Wireless Communications and Mobile Computing (IWCMC) (Ayia Napa, Cyprus, May 27-31, 2024) Institute of Electrical and Electronics Engineers Inc.
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « 5G Open RAN-based network slicing for connecting ground-based and flying cars serving urban areas ». IEEE International Conference on Communications (Denver, CO, USA, June 09-13, 2024) Institute of Electrical and Electronics Engineers Inc.
Licheng Zheng, Kim Khoa Nguyen, Mohamed Cheriet. 2024 « Joint positioning and data communication provisioning using 5G pattern division multiple access (PDMA) airborne ». IEEE International Conference on Communications (Denver, CO, USA, June 09-13, 2024) Institute of Electrical and Electronics Engineers Inc.
Riadh Ben Chaabene, Darine Ameyed, Fehmi Jaafer, Alexis Roger, Aimeur Esma, Mohamed Cheriet. 2023 « A privacy-preserving federated learning for IoT intrusion detection system ». 9th International Conference on Control, Decision and Information Technologies (CoDIT) (Roma, Italy, July 03-06, 2023) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Collaborative game theory and deep learning closed-loop automation in O-RAN 5G network slicing for smart grid applications ». IEEE International Conference on Communications (ICC) (Rome, Italy, May 28-June 01, 2023) IEEE
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Energy efficiency learning closed-loop controls in O-RAN 5G network ». IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Optimized task offloading in UAV-assisted cloud robotics ». IEEE International Conference on Communications (Rome, Italy, May 28-June 01, 2023) Institute of Electrical and Electronics Engineers Inc.
Fehmi Jaafar, Darine Amayed, Wissam Salhab, Hajer Bouani, Mohamed Cheriet. 2023 « Blockchain-based consent management for privacy persevering and transparency in intelligent surveillance systems ». Fifth International Conference on Blockchain Computing and Applications (BCCA) (Kuwait, Kuwait, Oct. 24-26, 2023) Institute of Electrical and Electronics Engineers
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « eCPRI supports in 5G O-RAN fronthaul with Flexethernet ». IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Xiang Li, Hui Yang, Qiuyan Yao, Bowen Bao, Jie Zhang, Mohamed Cheriet. 2023 « Enhancing time-critical communication for industrial applications with deep Q-network and policy reuse based TDM-PON ». Opto-Electronics and Communications Conference (OECC) (Shanghai, China, July 02-06, 2023) Institute of Electrical and Electronics Engineers
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Digital twin assisted closed-loops for energy-efficient open RAN-based fixed wireless access provisioning in rural areas ». IEEE Global Communications Conference (GLOBECOM) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Allafi Omran, Mohamed Cheriet, Lokman Sboui. 2023 « UAV-assisted offloading via satellite backhaul for post-disaster and crowded cellular networks ». IEEE Globecom Workshops (GC Wkshps) (Kuala Lumpur, Malaysia, Dec. 04-08, 2023) Institute of Electrical and Electronics Engineers Inc.
Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet, Abdo Shabah. 2023 « Joint horizontal and vertical backup for highly reliable telemedicine services ». IEEE International Conference on Communications (ICC) (Rome, Italy, May 28-June 01, 2023) IEEE
Alireza Tirehkar, Kim Khoa Nguyen, Mohamed Cheriet. 2023 « Optimized synchronization of the orchestrator in hierarchical multi-layer networks ». IEEE International Conference on Communications (Rome, Italy, May 28-June 01, 2023) Institute of Electrical and Electronics Engineers Inc.
Rafael George Amado, Kim-Khoa Nguyen, Mohamed Cheriet. 2022 « OpenFlow rule placement in carrier networks for augmented reality applications ». Proceedings of the ACM Symposium on Applied Computing (En ligne, Apr. 25-29, 2022) Association for Computing Machinery
Zhivu Chen, Jingcheng Zhao, Haohui Hong, Zhuihua Chen, Mohamed Cheriet. 2022 « Range imaging of integrated radar communication signal based on OFDM ». International Conference on Information Processing and Network Provisioning, ICIPNP (Beijing, China, Sept. 15-16, 2022) Institute of Electrical and Electronics Engineer
Mohammed El-Amine Ech-Cherif, Mohamed Cheriet. 2022 « Frank-Wolfe-based multi-task learning for historical document restoration ». 26th International Conference on Pattern Recognition (ICPR) (Montreal, QC, Canada, Aug. 21-25, 2022) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Federated deep reinforcement learning for task scheduling in heterogeneous autonomous robotic system ». IEEE Global Communications Conference, GLOBECOM (Rio de Janeiro, Brazil, Dec. 04-08, 2022) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Game theoretic reinforcement learning framework for industrial Internet of Things ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « PRVNet: A novel partially-regularized variational autoencoders for massive MIMO CSI feedback ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Dan Liu, Qiuhong Zheng, Yun Shen, Peng Ding, Mohamed Cheriet. 2022 « Multi-cell MEC space partition and dynamic adjustment scheme for VR video transmission ». International Conference on Information Processing and Network Provisioning, ICIPNP (Beijing, China, Sept. 15-16, 2022) Institute of Electrical and Electronics Engineers
Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Joint optimization of UAV trajectory and task allocation for wireless sensor network based on O-RAN architecture ». ICC 2022 - IEEE International Conference on Communications (Seoul, Republic of Korea, May 16-20, 2022) Institute of Electrical and Electronics Engineers Inc.
Thinh Duy Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Joint route selection and content caching in O-RAN architecture ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Yuying Xue, Yun Shen, Huibin Duan, Yaqi Song, Mohamed Cheriet. 2022 « Digital twin system for transformer station based on cloud-edge collaboration architecture ». International Conference on Information Processing and Network Provisioning, ICIPNP (Beijing, China, Sept. 15-16, 2022) Institute of Electrical and Electronics Engineers
Yuying Xue, Shen Yun, Duan Huibin, Yaqi Song, Mohamed Cheriet. 2022 « A system and method of production line task allocation based on MEC ». International Conference on Information Processing and Network Provisioning, ICIPNP (Beijing, China, Sept. 15-16, 2022) Institute of Electrical and Electronics Engineers
Cheng Cheng Zhang, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « Joint routing and packet scheduling for URLLC and eMBB traffic in 5G O-RAN ». ICC 2022 - IEEE International Conference on Communications (Seoul, Republic of Korea, May 16-20, 2022) Institute of Electrical and Electronics Engineers Inc.
Shaowei Zhang, Lei Liu, Mohamed Cheriet. 2022 « Application of artificial intelligence for space-air-ground-sea integrated network ». 9th International Conference on Signal and Information Processing, Networking and Computers (ICSINC) (En ligne, Dec. 27-29, 2021) Springer Science and Business Media
Licheng Zheng, Kim Khoa Nguyen, Mohamed Cheriet. 2022 « NSATC: An interference aware framework for multi-cell NOMA TUAV airborne provisioning ». IEEE Wireless Communications and Networking Conference (WCNC) (Austin, TX, USA, Apr. 10-13, 2022) Institute of Electrical and Electronics Engineers Inc.
Qiuhong Zheng, Jinghan Wang, Yun Shen, Peng Ding, Mohamed Cheriet. 2022 « Blockchain based trustworthy digital twin in the internet of things ». International Conference on Information Processing and Network Provisioning, ICIPNP (Beijing, China, Sept. 15-16, 2022) Institute of Electrical and Electronics Engineers
Darine Ameyed, Fehmi Jaafar, Francis Charette-Migneault, Mohamed Cheriet. 2021 « Blockchain based model for consent management and data transparency assurance ». 21st IEEE International Conference on Software Quality, Reliability and Security (QRS) (Hainan, China, Dec. 06-10, 2021) Institute of Electrical and Electonics Engineers
Mohammadmahdi Ghorbani, Fereydoun Farrahi Moghaddam, Mengyuan Zhang, Makan Pourzandi, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « DistAppGaurd: Distributed application behaviour profiling in cloud-based environment ». ACSAC: Annual Computer Security Applications Conference (En ligne, Dec. 06-10, 2021) Association for Computing Machinery
Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Energy-aware Control of UAV-based Wireless Service Provisioning ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc.
Tai Manh Ho, Ti Ti Nguyen, Kim-Khoa Nguyen, Mohamed Cheriet. 2021 « Deep reinforcement learning for URLLC in 5G mission-critical cloud robotic application ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc.
Mostafa Hussien, Mohammed F. A. Ahmed, Ghassan Dahman, Kim Khoa Nguyen, Mohamed Cheriet, Gwenael Poitau. 2021 « Towards more reliable deep learning-based link adaptation for WiFi 6 ». IEEE International Conference on Communications (ICC) (En ligne, June 14-23, 2021) Institute of Electrical and Electronics Engineers
Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Fault-tolerant 1-bit representation for distributed inference tasks in wireless IoT ». 17th International Conference on Network and Service Management (CNSM) (Izmir, Turkey, Oct. 25-29, 2021) Institute of Electrical and Electronics Engineers Inc.
Fehmi Jaafar, Darine Ameyed, Amine Barrak, Mohamed Cheriet. 2021 « Identification of compromised IoT devices: Combined approach based on energy consumption and network traffic analysis ». 21st IEEE International Conference on Software Quality, Reliability and Security (QRS) (Hainan, China, Dec. 06-10, 2021) Institute of Electrical and Electonics Engineers
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Flexible ethernet traffic restoration in multi-layer multi-domain networks ». IEEE International Conference on Communications (ICC) (En ligne, June 14-23, 2021) Institute of Electrical and Electronics Engineers
Fatma Mtibaa, Kim Khoa Nguyen, Vasken Dermardiros, Mohamed Cheriet. 2021 « Online genetic-algorithm-based model predictive control framework for multi-zone buildings ». European Control Conference (ECC) (Delft, Netherlands, June 29-July 02, 2021) Institute of Electrical and Electronics Engineers Inc.
Abderrahmane Rahiche, Mohamed Cheriet. 2021 « Kernel orthogonal nonnegative matrix factorization: Application to multispectral document image decomposition ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto, ON, Canada - En ligne, June 06-11, 2021) Institute of Electrical and Electronics Engineers
Arash Samari, Andrew Piper, Alison Hedley, Mohamed Cheriet. 2021 « Weakly supervised bounding box extraction for unlabeled data in table detection ». Pattern Recognition. ICPR International Workshops and Challenges, Virtual Event, January 10-15, 2021, Proceedings, Part VII (Milan, Italy, Jan. 10-15, 2021) Springer International Publishing
Mehrzad Shahinmoghadam, Ali Motamedi, Mohamad Cheriet. 2021 « Applying machine learning and digital twinning for the live assessment of thermal comfort in buildings ». Proceedings of the 38th International Conference of CIB W78 (Luxembourg, Oct. 13-15, 2021)
Milad Omrani Tamrin, Mohamed Cheriet. 2021 « Simultaneous detection of regular patterns in ancient manuscripts using GAN-Based deep unsupervised segmentation ». Pattern Recognition. ICPR International Workshops and Challenges, Virtual Event, January 10-15, 2021, Proceedings, Part VII (Milan, Italy, Jan. 10-15, 2021) Springer International Publishing
Milad Omrani Tamrin, Mohammed El-Amine Ech-Cherif, Mohamed Cheriet. 2021 « A two-stage unsupervised deep learning framework for degradation removal in ancient documents ». Pattern Recognition. ICPR International Workshops and Challenges, Virtual Event, January 10-15, 2021, Proceedings, Part VII (Milan, Italy, Jan. 10-15, 2021) Springer International Publishing
Cheng Cheng Zhang, Kim Khoa Nguyen, Mohamed Cheriet. 2021 « Routing and packet scheduling for virtualized disaggregate functions in 5G O-RAN fronthaul ». IEEE Global Communications Conference (GLOBECOM) (Madrid, Spain, Dec. 07-11, 2021) Institute of Electrical and Electronics Engineers Inc.
Andre Luis Costa Carvalho, Darine Ameyed, Mohamed Cheriet. 2020 « Ensemble learning for heterogeneous missing data imputation ». Big Data – BigData 2020 : 9th International Conference, Held as Part of the Services Conference Federation, SCF 2020 : Proceedings (Honolulu, Hawaii, USA, Sept. 18-20, 2020) Springer Science and Business Media Deutschland GmbH
Xiuhua Fu, Tian Ding, Michel Kadoch, Mohamed Cheriet. 2020 « Uplink performance analysis of UAV cellular communications with power control ». 16th IEEE International Wireless Communications and Mobile Computing (IWCMC) (Limassol, Cyprus, June 15-19, 2020) IEEE
Mohammad Mahdi Ghorbani, Fereydoun Farrahi Moghaddam, Mengyuan Zhang, Makan Pourzandi, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Malchain: Virtual application behaviour profiling by aggregated microservice data exchange graph ». 12th IEEE International Conference on Cloud Computing Technology and Science (CloudCom) (Bangkok, Thailand, Dec. 14-17, 2020) IEEE Computer Society
Lin Guan, Hui Yang, Bowen Bao, Ao Yu, Jun Li, Mohamed Cheriet. 2020 « Throughput-oriented power allocation scheme based on convex optimization for cache-enabled fiwi access network in 5G IoT scenario ». 16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (Limassol, Cyprus, June 15-19, 2020) IEEE
Senyuan Ji, Houqun Yang, Liang Gong, Zhongzhao Li, Michel Kadoch, Mohamed Cheriet. 2020 « Airport network traffic prediction in 5G scenarios: A deep learning approach ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) Institute of Electrical and Electronics Engineers
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Hierarchical path computation with flexible ethernet in multi-layer multi-domain networks ». IEEE Symposium on Computers and Communications (ISCC) (Rennes, France, July 07-10, 2020) Institute of Electrical and Electronics Engineers Inc.
Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Joint optimization of routing and flexible ethernet assignment in multi-layer multi-domain networks ». 29th International Conference on Computer Communications and Networks (ICCCN) (Honolulu, HI, USA, Aug. 03-06, 2020) Institute of Electrical and Electronics Engineers Inc.
Qiang Liu, Songlin Sun, Liang Gong, Zhongle Wu, Mohamed Cheriet, Michel Kadoch. 2020 « Remote healthcare monitoring system for aging population based on IoT and big data analysis ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) Institute of Electrical and Electronics Engineers
Huabing Lu, Xianzhong Xie, Zhaoyuan Shi, Michel Kadoch, Mohamed Cheriet, Jun Cai. 2020 « Outage probability of CDF-based scheduling for uplink NOMA with practical SIC considerations ». 16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (Limassol, Cyprus, June 15-19, 2020) IEEE
Chuan Pham, Duong Tuan Nguyen, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Learning framework for IoT services chain implementation in edge cloud platform ». IEEE International Conference on Communications (ICC) (Dublin, Ireland, June 07-11, 2020) IEEE
Abderrahmane Rahiche, Mohamed Cheriet. 2020 « Forgery detection in hyperspectral document images using graph orthogonal nonnegative matrix factorization ». IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Seattle, WA, USA, June 14-19, 2020) IEEE
Jananjoy Rajkumar, Pham Chuan, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « Optimization of application deployment delay with efficient task scheduling in cloud-based smart home platform ». Zooming Innovation in Consumer Technologies Conference (ZINC) (Novi Sad, Serbia, May 26-27, 2020) IEEE
Diya Ran, Zhixiang Yang, Lei Feng, Wenjing Li, Qingha Ou, Mohamed Cheriet. 2020 « Optimizing global channel matching for multi-hop uplink NOMA-assisted Cellular IoT with cooperative relay ». 16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (Limassol, Cyprus, June 15-19, 2020) IEEE
Njakarison Menja Randriamasinoro, Kim Khoa Nguyen, Mohamed Cheriet. 2020 « A Non-Cooperative transportation game to optimize resource allocation in edge-cloud environment ». International Symposium on Networks, Computers and Communications (ISNCC) (Montreal, QC, Canada, Oct. 20-22, 2020) IEEE
Fangning Shi, Xiaojun Jing, Yuan He, Michel Kadoch, Mohamed Cheriet. 2020 « Classification model of wireless signals based on higher-order statistics ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) Institute of Electrical and Electronics Engineers
Zhaoyuan Shi, Xianzhong Xie, Michel Kadoch, Mohamed Cheriet. 2020 « A spectrum resource sharing algorithm for IoT networks based on reinforcement learning ». 16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (Limassol, Cyprus, June 15-19, 2020) IEEE
Xueshu Wang, Xiaojun Jing, Hai Huang, Yuanhao Cui, Michel Kadoch, Mohamed Cheriet. 2020 « Artifacts reduction GAN for enhancing quality of compressed panoramic video ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) IEEE
Ao Yu, M. Kadoch, H. Yang, Mohamed Cheriet. 2020 « Data driven network slicing from core to RAN for 5G broadcasting services ». IEEE 92nd Vehicular Technology Conference (VTC2020-Fall) (Victoria, BC, Canada, Nov. 16-18, 2020) Institute of Electrical and Electronics Engineers Inc.
Ao Yu, Baoguo Yu, Hui Yang, Qiuyan Yao, Jie Zhang, Mohamed Cheriet. 2020 « Deep reinforcement learning based time synchronization routing optimization for C-RoFN in beyond 5G ». 16th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC) (Limassol, Cyprus, June 15-19, 2020) IEEE
Cheng Cheng Zhang, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet. 2020 « Routing and packet scheduling in LoRaWANs-EPC integration network ». IEEE Global Communications Conference GLOBECOM 2020 - Proceedings (Taipei, Taiwan, Dec. 07-11, 2020) IEEE
Jinmeng Zhang, Renlong Zhang, Tao Hong, Michel Kadoch, Mohamed Cheriet, Xianzhi Lu, Kaijun Guo. 2020 « Research on plant disease diagnosis technology based on OpenCV technology ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) Institute of Electrical and Electronics Engineers
Jingcheng Zhao, Xu Chao, Zhengwei Chang, Mohamed Cheriet, Michel Kadoch, Rongke Liu, Jizhao Lu, Yuandong Liu, Tao Hong. 2020 « Design of Environmental backscatter tag antenna for 5G Internet of things ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) Institute of Electrical and Electronics Engineers
Quan Zhou, Xiaojun Jing, Yuan He, Yuanhao Cui, Michel Kadoch, Mohamed Cheriet. 2020 « LSTM-based automatic modulation classification ». IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (Paris, France, Oct. 27-29, 2020) IEEE
Sadegh Aghabozorgi, Abdolkhalegh Bayati, Kim-khoa Nguyen, Charles Despins, Mohamed Cheriet. 2019 « Toward predictive handover mechanism in software-defined enterprise Wi-Fi networks ». IEEE Sustainability through ICT Summit (StICT) (Montreal, QC, Canada, June 18-19, 2019) Institute of Electrical and Electronics Engineers Inc.
Mohamed Ghazi Amor, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet. 2019 « Optimized flow assignment in a multi-interface IoT gateway ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) IEEE
Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2019 « Dynamic QoS-aware queuing for heterogeneous traffic in smart home ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) Institute of Electrical and Electronics Engineers Inc.
Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Embedding multiple-step-ahead traffic prediction in network energy efficiency problem ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) IEEE
Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Greening the network using traffic prediction and link rate adaptation ». IEEE Sustainability through ICT Summit (StICT) (Montreal, QC, Canada, June 18-19, 2019) Institute of Electrical and Electronics Engineers Inc.
Maroua Ben Attia, Kim-Khoa Nguyen, Mohamed Cheriet. 2019 « Concurrent traffic queuing game in smart home ». 15th International Conference on Network and Service Management (CNSM) (Halifax, NS, Canada, Oct. 21-25, 2019) Institute of Electrical and Electronics Engineers Inc.
Djedjiga Benzid, Michel Kadoch, Mohamed Cheriet. 2019 « Raptor Code based on punctured LDPC for Secrecy in Massive MiMo ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) IEEE
Ngoc Hai Bui, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet. 2019 « Energy efficient software update mechanism for networked iot devices ». IEEE Global Communications Conference (GLOBECOM) (Waikoloa, HI, USA, Dec. 09-13, 2019) IEEE
Ngoc Hai Bui, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Energy efficient scheduling for networked IoT device software update ». 15th International Conference on Network and Service Management (CNSM) (Halifax, NS, Canada, Oct. 21-25, 2019) IEEE
Thomas Dandres, Ana Carolina Riekstin, Mohamed Cheriet. 2019 « Considering the temporal variability of power generation in the assessment of ICT emissions: presentation of the IEEE 1922.2 standard draft ». IEEE Sustainability through ICT Summit (StICT) (Montreal, QC, Canada, June 18-19, 2019) Institute of Electrical and Electronics Engineers Inc.
Nassim Haddaji, Kim-Khoa Nguyen, Mohamed Cheriet. 2019 « TCO game in 5G multi-tenant Virtualized Mobile BackHaul (V-MBH) network ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) IEEE
Xu Liu, Abdelouahed Gherbi, Wubin Li, Mohamed Cheriet. 2019 « Multi features and multi-time steps LSTM based methodology for bike sharing availability prediction ». The 14th International Conference on Future Networks and Communications (FNC) (Halifax, NS, Canada, Aug. 19-21, 2019) Elsevier B.V.
Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « SACO: A service chain aware SDN controller-switch mapping framework ». 15th International Conference on Network and Service Management (CNSM) (Halifax, NS, Canada, Oct. 21-25, 2019) IFIP
Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2019 « Virtual network function placement in IoT network ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) IEEE
Abderrahmane Rahiche, Athmane Bakhta, Mohamed Cheriet. 2019 « Blind source separation based framework for multispectral document images binarization ». 15th IAPR International Conference on Document Analysis and Recognition (ICDAR) (Sydney, Australia, Sept. 20-25, 2019) IEEE
Abderrahmane Rahiche, Mohamed Cheriet. 2019 « KFBin: Kalman filter-based approach for document image binarization ». Image Analysis and Recognition : 16th International Conference, ICIAR : Proceedings (Waterloo, ON, Canada, Aug. 27-29, 2019) Springer Verlag
Julien Walzberg, Thomas Dandres, Nicolas Merveille, Mohamed Cheriet, Réjean Samson. 2019 « Environmental assessment of fluctuating residential electricity demand ». IEEE Sustainability through ICT Summit (StICT) (Montreal, QC, Canada, June 18-19, 2019) Institute of Electrical and Electronics Engineers Inc.
Bohui Wang, Hui Yang, Qiuyan Yao, Ao Yu, Tao Hong, Jie Zhang, Michel Kadoch, Mohamed Cheriet. 2019 « Hopfield neural network-based fault location in wireless and optical networks for smart city IoT ». 15th International Wireless Communications & Mobile Computing Conference (IWCMC) (Tangier, Morocco, June 24-28, 2019) IEEE
Hanane Boukerma, Christophe Choisy, Abdallah Benouareth, Nadir Farah, Mohamed Cheriet. 2018 « Hybrid two-dimensional recognizer based on the NSHP-HMM model ». 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Niagara Falls, ON, Canada, Aug. 5-8, 2018) IEEE Computer Society
Hanene Boukerma, Christophe Choisy, Nadir Farah, Mohamed Cheriet. 2018 « Baseline-based zoning design for the NSHPZ-HMM 2-D model applied to Arabic script ». 2nd IEEE International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR 2018) (London, United kingdom, Mar. 12- 14, 2018) IEEE
Moshen Karimzadeh Kiskani, Shahin Vakilinia, Mohamed Cheriet. 2018 « Popularity based file categorization and coded caching in 5G networks ». IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (Montreal, QC, Canada, Oct. 08-13, 2017) IEEE
Chuan Pham, Duong Tuan Nguyen, H. Tran Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « Dynamic controller/switch mapping in virtual networks service chains ». 2018 IEEE Global Communications Conference (GLOBECOM) (Abu Dhabi, United Arab Emirates, Dec. 9-13, 2018) IEEE
Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « An approximation mechanism for elastic IoT application deployment ». 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) (New York City, NY, USA, Nov. 08-10, 2018) IEEE
Njakarison Menja Randriamasinoro, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « Optimized resource allocation in edge-cloud environment ». 2018 Annual IEEE International Systems Conference (SysCon) (Vancouver, BC, Canada, Apr. 23-26, 2018) IEEE
Atena Shahkolaei, Azeddine Beghdadi, Somaya Al-maadeed, Mohamed Cheriet. 2018 « MHDID: A multi-distortion historical document image database ». 2018 IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR) (London, UK, Mar. 12-14, 2018) IEEE
Meriem Amina Si Saber, Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet. 2018 « Featuring Real-Time imbalanced network traffic classification ». 2018 IEEE Confs on Internet of Things, Green Computing and Communications, Cyber, Physical and Social Computing, Smart Data, Blockchain, Computer and Information Technology, Congress on Cybermatics (Halifax, NS, Canada, July 30-Aug. 3, 2018) IEEE
Shahin Vakilinia, Iman Vakilinia, Mohamed Cheriet. 2018 « Green process offloading in smart home ». IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (Montreal, Qc, Canada, Oct. 09-13, 2017) IEEE
Sherif Abuelwafa, Mohamed Mhiri, Rachid Hedjam, Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet. 2017 « Feature learning for footnote-based document image classification ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017 (Montreal, QC, Canada, July 05-07, 2017) Springer Verlag
Rasel Chowdhury, Hakima Ould-Slimane, Chamseddine Talhi, Mohamed Cheriet. 2017 « Attribute-based encryption for preserving smart home data privacy ». Enhanced Quality of Life and Smart Living : 15th International Conference, ICOST 2017, Paris, France, August 29-31, 2017, Proceedings (Paris, France, Aug. 29-31, 2017) Springer Verlag
Meriem Gagaoua, Hamza Ghilas, Abdelkamel Tari, Mohamed Cheriet. 2017 « Distribution, directional, structural and concavity features for historical Arabic handwritten recognition: A comparative study ». ACM International Conference of Computing for Engineering and Sciences ( ICCES) (Istanbul, Turkey, July 22-24, 2017) Association for Computing Machinery
Abderrahmane Ledjiar, Emmanuel Sampin, Chamseddine Talhi, Mohamed Cheriet. 2017 « Network function virtualization as a service for multi-tenant software defined networks ». 4th International Conference on Software-Defined Systems (SDS) (Valencia, Spain, May, 08-11 2017) IEEE
Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet. 2017 « Footnote-based document image classification using 1D convolutional neural networks and histograms ». Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Montreal, QC, Canada, Nov. 28 - Dec. 01, 2017) IEEE
Mohamed Mhiri, Mohamed Cheriet, Christian Desrosiers. 2017 « Query-by-example word spotting using multiscale features and classification in the space of representation differences ». IEEE International Conference on Image Processing (ICIP) (Beijing, China, Sept. 17-20, 2017) IEEE
Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2017 « Transparent clouds: An enhancement to abstraction ». 10th IEEE International Conference on Cloud Computing (CLOUD) (Honolulu, HI, USA, June 25-27, 2017) IEEE Computer Society
Duong Tuan Nguyen, Kim Khoa Nguyen, Mohamed Cheriet. 2017 « Optimized IoT service orchestration ». IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) (Montreal, QC, Canada, Oct. 8-13, 2017) IEEE
Ana Carolina Riekstin, Rachid Hedjamt, Thomas Dandrest, Mohamed Cheriet. 2017 « Statistical-based method to determine the best hour of the day regarding GHG emissions for a smart home appliance ». 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) (San Francisco, CA, USA, Aug. 04-08, 2017) IEEE
Yaser Esmaeili Salehani, Mohamed Cheriet. 2017 « Non-dictionary aided sparse unmixing of hyperspectral images via weighted nonnegative matrix factorization ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017 (Montreal, QC, Canada, July 05-07, 2017) Springer Verlag
Yaser Esmaeili Salehani, Saeed Gazor, Mohamed Cheriet. 2017 « A new weighted lp-norm for sparse hyperspectral unmixing ». IEEE Global Conference on Signal and Information Processing (GlobalSIP) (Montreal, QC, Canada, Nov. 14-16, 2017) IEEE
Alireza Shameli-Sendi, Habib Louafi, Mohamed Cheriet. 2017 « Payless monitoring service for tenants in cloud with traffic and energy-aware function deployment ». IEEE International Conference on Cloud Computing Technology and Science (CloudCom) (Hong Kong, China, Dec. 11-14, 2017) IEEE
Julien Walzberg, Thomas Dandres, Réjean Samson, Nicolas Merveille, Mohamed Cheriet. 2017 « An agent-based model to evaluate smart homes sustainability potential ». IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) (Montreal, QC, Canada, Oct. 08-13, 2017) IEEE
Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet. 2017 « Footnote-based document image classification ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017- July 7 2017 (Montreal, QC, Canada, July 05-07, 2017) Springer
Marc-Olivier Arsenault, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2016 « Session based communication for vital machine to machine applications ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-14, 2015) Springer
Asim Baig, Somaya Al-Maadeed, Ahmed Bouridane, Mohamed Cheriet. 2016 « Direct unsupervised text line extraction from colored historical manuscript images using DCT ». Image Analysis and Recognition : 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings (Povoa de Varzim, Portugal, July 13-16, 2016) Springer Verlag
Abdolkhalegh Bayati, Vahid Asghari, Kim Nguyen, Mohamed Cheriet. 2016 « Gaussian process regression based traffic modeling and prediction in high-speed networks ». IEEE Global Communications Conference (GlobeCom) (Washington, DC, USA, Dec. 04-08, 2016) IEEE
Thomas Dandres, Reza Farrahi Moghaddam, Kim Nguyen, Yves Lemieux, Mohamed Cheriet, Rejean Samson. 2016 « Applications and challenges of life cycle assessment in the context of a green sustainable telco cloud ». Smart City 360 - First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) Springer Verlag
Thomas Dandres, Rejean Samson, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2016 « The green sustainable telco cloud: Minimizing greenhouse gas emissions of server load migrations between distributed data centres ». International Workshop on Green ICT and Smart Networking (GISN 2016) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) IEEE
Meryem Elbaham, Kim Khoa Nguyen, Mohamed Cheriet. 2016 « A traffic visualization framework for monitoring large-scale inter-datacenter network ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) IEEE
Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2016 « A novel approach to enabling sustainable actions in the context of smart house/smart city verticals using autonomous, cloud-enabled smart agents ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) Springer Int Publishing Ag
Zineb Hadjadj, Abdelkrim Meziane, Yazid Cherfa, Mohamed Cheriet, Insaf Setitra. 2016 « ISauvola: Improved Sauvolas algorithm for document image binarization ». Image Analysis and Recognition : 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings (Povoa de Varzim, Portugal, July 13-16, 2016) Springer Verlag
Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2016 « Federal Smart House Regulator (FSHR): A self-managing and ecosystemic approach to resource management, automation, and sustainability in smart houses ». Proceedings - 2016 IEEE International Conference on Cloud Engineering Workshops, (IC2EW) (Berlin, Germany, Apr. 4-8, 2016) IEEE
Duong Tuan Nguyen, Kim Khoa Nguyen, Saida Khazri, Mohamed Cheriet. 2016 « Real-time optimized NFV architecture for internetworking WebRTC and IMS ». International Telecommunications Network Strategy and Planning Symposium (Networks) (Montreal, QC, Canada, Sept. 26-28, 2016) IEEE
Pascal Potvin, Hanen Garcia Gamardo, Kim-Khoa Nguyen, Mohamed Cheriet. 2016 « Hyper heterogeneous cloud-based IMS software architecture: A proof-of-concept and empirical analysis ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) Springer
Pascal Potvin, Mahdy Nabaee, Fabrice Labeau, Kim-Khoa Nguyen, Mohamed Cheriet. 2016 « Micro Service cloud computing pattern for next generation networks ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) Springer International Publishing
Ana Carolina Riekstin, Thomas Dandres, Kim Khoa Nguyen, Réjean Samson, Mohamed Cheriet. 2016 « Monitoring and measurement system for green operation of geographically distributed ICT services ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) IEEE
Adel Titous, Mohamed Cheriet, Abdelouahed Gherbi. 2016 « Toward an architectural model for highly-dynamic multi-tenant multi-service cloud-oriented platforms ». Smart City 360 - First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Bratislava, Slovakia, Oct. 13-16, 2015) Springer Verlag
Shahin Vakilinia, Mohamed Cheriet, Jananjoy Rajkumar. 2016 « Dynamic resource allocation of smart home workloads in the cloud ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) IEEE
Julien Walzberg, Thomas Dandres, Mohamed Cheriet, Réjean Samson. 2016 « How to address behavioral issues in the environmental assessment of complex systems: Case of a smart building ». Smart City 360°: First EAI International Summit, Smart City 360°, Bratislava, Slovakia and Toronto, Canada, October 13-16, 2015. Revised Selected Papers (Toronto, ON, Canada, Oct. 13-16, 2015) Springer
Samy Zemmouri, Shahin Vakilinia, Mohamed Cheriet. 2016 « Let's adapt to network change: Towards energy saving with rate adaptation in SDN ». 12th International Conference on Network and Service Management (CNSM) (Montreal, QC, Canada, Oct. 31-Nov. 04, 2016) IEEE
Guoqiang Zhong, Yaxin Shi, Mohamed Cheriet. 2016 « Relational Fisher analysis: A general framework for dimensionality reduction ». International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016) IEEE
Mohamed Fekih Ahmed, Chamseddine Talhi, Mohamed Cheriet. 2015 « Towards flexible, scalable and autonomic virtual tenant slices ». 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM) (Ottawa, ON, Canada, May 11-15, 2015) IEEE
Reza Farrahi Moghaddam, Mohamed Cheriet. 2015 « A multiple-expert binarization framework for multispectral images ». 2015 13th International Conference on Document Analysis and Recognition (ICDAR) (Tunis, Tunisia, Aug. 23-26, 2015) IEEE
Reza Farrahi Moghaddam, Mohamed Cheriet. 2015 « SmartPacket: re-distributing the routing intelligence among network components in SDNs ». 2015 IEEE International Conference on Cloud Engineering (IC2E) (Tempe, AZ, USA, Mar. 09-12, 2015) Institute of Electrical and Electronics Engineers Inc.
Rachid Hedjam, Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Margaret Kalacska, Mohamed Cheriet. 2015 « ICDAR 2015 contest on MultiSpectral text extraction (MS-TEx 2015) ». 2015 13th International Conference on Document Analysis and Recognition (ICDAR) (Tunis, Tunisia, Aug. 23-26, 2015) IEEE
Yosr Jarraya, Alireza Shameli-Sendi, Makan Pourzandi, Mohamed Cheriet. 2015 « Multistage OCDO: scalable security provisioning optimization in SDN-based cloud ». 2015 IEEE 8th International Conference on Cloud Computing (CLOUD) (New York, NY, USA, June 27-July 2, 2015) IEEE Computer Society
Faten M'Hiri, T. Hoang Ngan Le, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2015 « Hierarchical segmentation and tracking of coronary arteries in 2D X-ray angiography sequences ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet. 2015 « 40 Gbps access for Metro networks: implications in terms of sustainability and innovation from an LCA perspective ». EnviroInfo & ICT4S, Conference Proceedings (Copenhagen, Denmark, Sept. 6-9, 2015) Atlantis Press
Abdelmalik Ouamane, Messaoud Bengherabi, Abdenour Hadid, Mohamed Cheriet. 2015 « Side-information based exponential discriminant analysis for face verification in the wild ». 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG 2015) (Ljubljana, Slovenia, May 04-08, 2015) Institute of Electrical and Electronics Engineers
Marta Režnáková, Lukas Tencer, Réjean Plamondon, Mohamed Cheriet. 2015 « The generation of synthetic handwritten data for improving on-line learning ». Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics (Pointe-à-Pitre & Saint-Claude, Guadeloupe, June 21-25, 2015) Université des Antilles - Service commun de la documentation, bibliothèques et édition numériques
Abdenour Sehad, Youcef Chibani, Mohamed Cheriet, Yacine Yaddaden. 2015 « Co-occurrence matrix for ancient degraded document image binarization ». 2émes Journées Scientifiques du Laboratoire Communication Parlée et Traitement des Signaux (LCPTS)
Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet. 2015 « LBP-based degraded document image binarization ». 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA) (Orléans, France, Nov. 10-13, 2015) IEEE
Alireza Shameli-Sendi, Yosr Jarraya, Mohamed Fekih-Ahmed, Makan Pourzandi, Chamseddine Talhi, Mohamed Cheriet. 2015 « Optimal placement of sequentially ordered virtual security appliances in the cloud ». 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM) (Ottawa, ON, Canada, May 11-15, 2015) IEEE
Alireza Shameli-Sendi, Habib Louafi, Wenbo He, Mohamed Cheriet. 2015 « A defense-centric model for multi-step attack damage cost evaluation ». 2015 3rd International Conference on Future Internet of Things and Cloud (FiCloud) (Rome, Italy, Aug. 24-26, 2015) IEEE
Lukas Tencer, Marta Reznakova, Mohamed Cheriet. 2015 « Evaluation of techniques for signature classification from accelerometer and gyroscope data ». 2015 13th International Conference on Document Analysis and Recognition (ICDAR) (Tunis, Tunisia, Aug. 23-26, 2015) IEEE
Lukas Tencer, Marta Režnáková, Mohamed Cheriet. 2015 « Online sketch recognition with incremental fuzzy models ». Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics (Pointe-à-Pitre & Saint-Claude, Guadeloupe, June 21-25, 2015) Université des Antilles - Service commun de la documentation, bibliothèques et édition numériques
Lukas Tencer, Marta Režnáková, Mohamed Cheriet. 2015 « Universum learning for semi-supervised signature recognition from spatio-temporal data ». Drawing, Handwriting Processing Analysis: New Advances and Challenges : Proceedings of the 17th Biennial Conference of the International Graphonomics (Pointe-à-Pitre & Saint-Claude, Guadeloupe, June 21-25, 2015) Université des Antilles - Service commun de la documentation, bibliothèques et édition numériques
Marc Antonio Torrez Rojas, Nelson Mimura Gonzalez, Fernando Sbampato, Fernando Redigolo, Tereza Cristina Melo de Brito Carvalho, Kim Koa Nguyen, Mohamed Cheriet. 2015 « Inclusion of security requirements in SLA lifecycle management for cloud computing ». 2015 IEEE 2nd Workshop on Evolving Security and Privacy Requirements Engineering (ESPRE) (Ottawa, ON, Canada, Aug. 20-25, 2015) IEEE
Mingli Zhang, Christian Desrosiers, Caiming Zhang, Mohamed Cheriet. 2015 « Effective document image deblurring via gradient histogram preservation ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
Youssouf Chherawala, Partha Pratim Roy, Mohamed Cheriet. 2014 « Context-dependent BLSTM models. Application to offline handwriting recognition ». 2014 IEEE International Conference on Image Processing (ICIP) (Paris, France, Oct. 27-30, 2014) IEEE
T. Dandres, R. Farrahi Moghaddam, K.-K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014 « Real-time optimization of a Green Sustainable Telco Cloud network of servers using consequential life cycle assessement ». Society and Materials International Conference (SAM8), Liège, Belgium (2014) (Liège, Belgium, May 21-22, 2014)
Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Thomas Dandres, Yves Lemieux, Réjean Samson, Mohamed Cheriet. 2014 « Challenges and complexities in application of LCA approaches in the case of ICT for a sustainable future ». ICT for Sustainability 2014 (ICT4S 2014) (Stockholm, Sweden, Aug. 24-27, 2014) Atlantis Press
Mohamed Fekih Ahmed, Chamseddine Talhi, Makan Pourzandi, Mohamed Cheriet. 2014 « A software-defined scalable and autonomous architecture for multi-tenancy ». 2014 IEEE International Conference on Cloud Engineering (IC2E) (Boston, MA, USA, Mar. 11-14, 2014) IEEE Computer Society
Zineb Hadjadj, Abdelkrim Meziane, Mohamed Cheriet, Yazid Cherfa. 2014 « An active contour based method for image binarization: application to degraded historical document images ». Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Greece, Sept. 01-04, 2014) IEEE Computer Society
Zineb Hadjadj, Abdelkrim Meziane, Mohamed Cheriet, Yazid Cherfa. 2014 « An active contour based method for image binarization: application to degraded historical document images ». 4th International Symposium ISKO-Maghreb: Concepts and Tools for Knowledge Management (CERIST) (Algiers, Algeria, Nov. 09-10, 2014) IEEE
Rachid Hedjam, Mohamed Cheriet, Margaret Kalacska. 2014 « Constrainted energy maximization and self-referencing method for invisible ink detection from multispectral historical document images ». 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) IEEE
E. Maurice, T. Dandres, R. Farrahi Moghaddam, K. K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014 « Carbon footprint reduction of a cloud computing service using a predictive dynamic LCA model ». Society and Materials International Conference (SAM8) (Liège, Belgium, May 21-22, 2014)
Elsa Maurice, Thomas Dandres, Réjean Samson, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014 « Modelling of electricity mix in temporal differentiated life-cycle-assessment to minimize carbon footprint of a cloud computing service ». ICT for Sustainability 2014, ICT4S 2014 (Stockholm, Sweden, Aug. 24-27, 2014) Atlantis Press
Abdelmalik Ouamane, Bengherabi Messaoud, Abderrezak Guessoum, Abdenour Hadid, Mohamed Cheriet. 2014 « Multi scale multi descriptor local binary features and exponential discriminant analysis for robust face authentication ». 2014 IEEE International Conference on Image Processing (ICIP) (Paris, France, Oct. 27-30, 2014) Institute of Electrical and Electronics Engineers Inc.
P. P. Roy, Y. Chherawala, Mohamed Cheriet. 2014 « Deep-belief-network based rescoring approach for handwritten word recognition ». Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Greece, Sept. 1-4, 2014) IEEE Computer Society
A. Sehad, Y. Chibani, Mohamed Cheriet. 2014 « Gabor filters for degraded document image binarization ». Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Greece, Sept. 1-4, 2014) IEEE Computer Society
Alireza Shameli-Sendi, Mohamed Cheriet. 2014 « Cloud computing: a risk assessment model ». 2014 IEEE International Conference on Cloud Engineering (IC2E) (Boston, MA, USA, Mar. 11-14, 2014) IEEE Computer Society
N. Vandromme, T. Dandres, G. Obrekht, A. Wong, R. Farrahi Moghaddam, K.-K. Nguyen, Y. Lemieux, M. Cheriet, R. Samson. 2014 « Coupling partial energy model with Consequential Life Cycle Analysis in order to evaluate the long-term Impacts of the implantation of data-centers in Canada ». Society and Materials International Conference (SAM8), Liège, Belgium (2014) (Liège, Belgium, May 21-22, 2014)
Nathan Vandromme, Thomas Dandres, Elsa Maurice, Réjean Samson, Saida Khazri, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux. 2014 « Life cycle assessment of videoconferencing with call management servers relying on virtualization ». ICT for Sustainability 2014, ICT4S 2014 (Stockholm, Sweden, Aug. 24-27, 2014) Atlantis Press
Z. Boulkenafet, M. Bengherabi, F. Harizi, O. Nouali, M. Cheriet. 2013 « Forensic evidence reporting using GMM-UBM, JFA and I-vector methods: Application to Algerian Arabic dialect ». 2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA) (Trieste, Italy, Sept. 4-6, 2013) IEEE
Z. Boulkenafet, M. Bengherabi, O. Nouali, Mohamed Cheriet. 2013 « Using the conformal embedding analysis to compensate the channel effect in the I-vector based speaker verification system ». 2013 International Conference of the Biometrics Special Interest Group (BIOSIG) (Darmstadt, Germany, Sept. 5-6, 2013) IEEE
Mohamed Cheriet, Reza Farrahi Moghaddam, Rachid Hedjam. 2013 « Visual language processing (VLP) of ancient manuscripts: converting collections to windows on the past ». 7th IEEE GCC Conference and Exhibition (Doha, Qatar, Nov. 17-20, 2013) IEEE
Y. Chherawala, P. P. Roy, Mohamed Cheriet. 2013 « Feature Design for Offline Arabic Handwriting Recognition: Handcrafted vs Automated? ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) IEEE
Zhong Guoqiang, Y. Chherawala, Mohamed Cheriet. 2013 « An empirical evaluation of supervised dimensionality reduction for recognition ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) IEEE
Rachid Hedjam, Mohamed Cheriet. 2013 « Ground-truth estimation in multispectral representation space: Application to degraded document image binarization ». Proceedings - 12th International Conference on Document Analysis and Recognition (ICDAR) (Washington D.C., USA, Aug. 25-28, 2013) IEEE Computer Society
Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2013 « Vessel Walker: Coronary Arteries Segmentation Using Random Walks And Hessian-Based Vesselness Filter ». 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013) (San Francisco, CA, USA, Apr. 7-11, 2013) IEEE
R. F. Moghaddam, F. F. Moghaddam, Mohamed Cheriet. 2013 « Unsupervised Ensemble of Experts (EoE) framework for automatic binarization of document images ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) IEEE
H. Z. Nafchi, S. M. Ayatollahi, R. F. Moghaddam, Mohamed Cheriet. 2013 « An efficient ground truthing tool for binarization of historical manuscripts ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) IEEE
H. Z. Nafchi, R. F. Moghaddam, Mohamed Cheriet. 2013 « Application of phase-based features and denoising in postprocessing and binarization of historical document images ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) IEEE
M. Renakova, L. Tencer, Mohamed Cheriet. 2013 « ARTIST: ART-2A Driven Generation of Fuzzy Rules for Online Handwritten Gesture Recognition ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) IEEE
A. Sehad, Y. Chibani, Mohamed Cheriet, Y. Yaddaden. 2013 « Ancient degraded document image binarization based on texture features ». 2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA) (Trieste, Italy, Sept. 4-6, 2013) IEEE
L. Tencer, M. Renakova, Mohamed Cheriet. 2013 « Sketch-based retrieval of document illustrations and regions of interest ». 2013 12th International Conference on Document Analysis and Recognition (Washington, DC, USA, Aug. 25-28, 2013) IEEE
Guoqiang Zhong, Mohamed Cheriet. 2013 « Adaptive error-correcting output codes ». IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence (Beijing, China, Aug. 3-9, 2013) International Joint Conferences on Artificial Intelligence
Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Mohamed Cheriet. 2013 « Historical document binarization based on phase information of images ». Computer Vision : ACCV 2012 Workshops : ACCV 2012 International Workshops (Daejeon, South Korea, Nov. 05-06, 2012) Springer
Rodrigo Araujo, Yun-Qian Miao, Mohamed S. Kamel, Mohamed Cheriet. 2012 « A fast and robust feature set for cross individual facial expression recognition ». Computer Vision and Graphics : International Conference, ICCVG 2012, Warsaw, Poland, September 24-26, 2012. Proceedings (Warsaw, Poland, Sept. 24-26, 2012) Springer Berlin Heidelberg
Messaoud Bengherabi, Farid Harizi, Abderrezak Guessoum, Mohamed Cheriet. 2012 « Incorporating user specific normalization in multimodal biometric fusion system ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
Messaoud Bengherabi, Farid Harizi, Norman Poh, Elhocine Boutellaa, Abderrazek Guessoum, Mohamed Cheriet. 2012 « Improving biometric verification systems by fusing Z-norm and F-norm ». Biometric Recognition : 7th Chinese Conference, CCBR 2012, Guangzhou, China, December 4-5, 2012. Proceedings (Guangzhou, China, Dec. 4-5, 2012) Springer-Verlag
Mohamed Cheriet. 2012 « Message from the conference chair ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
Youssouf Chherawala, Mohamed Cheriet. 2012 « Shape recognition on a Riemannian manifold ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
Youssouf Chherawala, Robert Wisnovsky, Mohamed Cheriet. 2012 « Sparse descriptor for lexicon reduction in handwritten Arabic documents ». 2012 21st International Conference on Pattern Recognition (ICPR 2012) (Tsukuba, Japan, Nov. 11-15, 2012) IEEE
Julien Couet, David Rivest-Henault, Joaquim Miro, Chantal Lapierre, Luc Duong, Mohamed Cheriet. 2012 « Intensity-based 3D/2D registration for percutaneous intervention of major aorto-pulmonary collateral arteries ». Medical Imaging 2012: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, USA, Feb. 5-7, 2012) SPIE
R. Gadhgadhi, Kim-Khoa Nguyen, Mohamed Cheriet. 2012 « Automated intrusion attack with permanent control: analysis and countermeasures ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE
Rachid Hedjam, Mohamed Cheriet. 2012 « Hyperspectral band selection based on graph clustering ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE
Faten M'Hiri, Ngan Le T. Hoang, Luc Duong, Mohamed Cheriet. 2012 « A new adaptive framework for tubular structures segmentation in X-ray angiography ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2012 « Carbon metering and effective tax cost modeling for virtual machines ». 2012 IEEE 5th International Conference on Cloud Computing (CLOUD) (Honolulu, HI, USA, June 24-29, 2012) IEEE Computer Society
Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2012 « Multi-level grouping genetic algorithm for low carbon virtual private clouds ». Proceedings of the 2nd International Conference on Cloud Computing and Services Science (CLOSER 2012) (Porto, Portugal, Apr. 18-21, 2012) Curran Associates Inc.
Reza Farrahi Moghaddam, Mohamed Cheriet, Thomas Milo, Robert Wisnovsky. 2012 « A prototype system for handwritten sub-word recognition: Toward Arabic-manuscript transliteration ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE
Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Vahid Asghari, Mohamed Cheriet. 2012 « Cognitive behavior analysis framework for fault prediction in cloud computing ». Third International Conference on the Network of the Future (NOF) (Gammarth, Tunisia, Nov. 21-23, 2012) IEEE Computer Society
Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2012 « A new framework based on signature patches, micro registration, and sparse representation for optical text recognition ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
Marta Reznakova, Lukas Tencer, Mohamed Cheriet. 2012 « Online handwritten gesture recognition based on Takagi-Sugeno fuzzy models ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE
Lukas Tencer, Marta Reznakova, Mohamed Cheriet. 2012 « A new framework for online sketch-based image retrieval in web environment ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
Guoqiang Zhong, Mohamed Cheriet. 2012 « Image patches analysis for text block identification ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
Mansour Abed, Adel Belouchrani, Mohamed Cheriet, Boualem Boashash. 2011 « Compact support kernels based time-frequency distributions : performance evaluation ». IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Prague, Czech Republic, May 22-27, 2011) Institute of Electrical and Electronics Engineers
Youssouf Chherawala, Robert Wisnovsky, Mohamed Cheriet. 2011 « TSV-LR : topological signature vector-based lexicon reduction for fast recognition of pre-modern Arabic subwords ». Proceedings of the Workshop on Historical Document Imaging and Processing (Beijing, China, Sept. 16-17, 2011) Association for Computing Machinery
Rachid Hedjam, Mohamed Cheriet. 2011 « Combining statistical and geometrical classifiers for text extraction in multispectral document images ». Proceedings of the Workshop on Historical Document Imaging and Processing (Beijing, China, Sept. 16-17, 2011) Association for Computing Machinery
Rachid Hedjam, Mohamed Cheriet. 2011 « Novel data representation for text extraction from multispectral historical document images ». International Conference on Document Analysis and Recognition (ICDAR) (Beijing, China, Sept. 18-21, 2011) Institute of Electrical and Electronics Engineers Computer Society
Fereydoun Farrahi Moghaddam, Mohamed Cheriet, Kim Khoa Nguyen. 2011 « Low carbon virtual private clouds ». IEEE International Conference on Cloud Computing (CLOUD) (Washington, DC, USA, July 4-9, 2011) Institute of Electrical and Electronics Engineers
Sebastian Pena Saldarriaga, Mohamed Cheriet. 2011 « Indexing on-line handwritten texts using word confusion networks ». International Conference on Document Analysis and Recognition (ICDAR) (Beijing, China, Sept. 18-21, 2011) Institute of Electrical and Electronics Engineers Computer Society
Mathias M. Adankon, Mohamed Cheriet. 2010 « Semi-supervised learning for weighted LS-SVM ». IEEE International Joint Conference on Neural Network (IJCNN) (Barcelona, Spain, July 18-23, 2010) Institute of Electrical and Electronics Engineers
Abdullah Almaksour, Éric Anquetil, Solen Quiniou, Mohamed Cheriet. 2010 « Evolving fuzzy classifiers : application to incremental learning of handwritten gesture recognition systems ». 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) Institute of Electrical and Electronics Engineers
Abdullah Almaksour, Éric Anquetil, Solen Quiniou, Mohamed Cheriet. 2010 « Personalizable pen-based interface using lifelong learning ». 12th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Kolkata, India, Nov. 16-18, 2010)
Rodrigo Araujo, Abdelhamid Daouadji, Mohamed Kamel, Mohamed Cheriet. 2010 « A cluster-based multiagent model for resource discovery in virtualized environments ». 9e Édition du Colloque Francophone sur la Gestion de Réseaux et de Services (GRES) (Montréal, Québec, Canada, 13-15 oct. 2010)
Abdelhamid Daouadji, Kim Khoa Nguyen, Mathieu Lemay, Mohamed Cheriet. 2010 « Ontology-based resource description and discovery framework for low carbon grid networks ». First IEEE International Conference on Smart Grid Communications (SmartGridComm) (Gaithersburg, Maryland, Oct. 4-6, 2010) Institute of Electrical and Electronics Engineers
Charles Despins, Bill St. Arnaud, Richard Labelle, Mohamed Cheriet. 2010 « Green ICT : the rationale for a focus on curbing greenhouse gas emissions ». International Conference on Wireless Communications and Signal Processing (WCSP) (Suzhou, China, Oct. 21-23, 2010) Institute of Electrical and Electronics Engineers
Rachid Hedjam, Mohamed Cheriet. 2010 « Segmentation-based document image denoising ». 2nd European Workshop on Visual Information Processing (EUVIP) (Paris, France, July 5-6, 2010) Institute of Electrical and Electronics Engineers
Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2010 « Text extraction from degraded document images ». 2nd European Workshop on Visual Information Processing (EUVIP) (Paris, France, July 5-6, 2010) Institute of Electrical and Electronics Engineers
Fereydoun Farrahi Moghaddam, Mohamed Cheriet. 2010 « Decreasing live virtual machine migration down-time using a memory page selection based on memory change PDF ». International Conference on Networking, Sensing and Control (ICNSC) (Chicago, Ill, USA, Apr. 11-13, 2010)
Reza Farrahi Moghaddam, Mohamed Cheriet, Mathias M. Adankon, Kostyantyn Filonenko, Robert Wisnovsky. 2010 « IBN SINA : a database for research on processing and understanding of Arabic manuscripts images ». 9th IAPR International Workshop on Document Analysis Systems (DAS) (Boston, MA, USA, June 9-11, 2010) Association for Computing Machinery
David Rivest-Hénault, Sylvain Deschênes, Chantal Lapierre, Mohamed Cheriet. 2010 « Length increasing active contour for the segmentation of small blood vessels ». 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) Institute of Electrical and Electronics Engineers
David Rivest-Hénault, Luc Duong, Chantal Lapierre, Sylvain Deschênes, Mohamed Cheriet. 2010 « Semi-automatic segmentation of major aorto-pulmonary collateral arteries (MAPCAs) for image guided procedures ». SPIE Medical Imaging 2010 : Visualization, Image-Guided Procedures, and Modeling (San Diego, CA, USA, Feb. 13-18, 2010) SPIE - The International Society for Optical Engineering
Chen Shaohua, A. Beghdadi, Mohamed Cheriet. 2010 « Degraded color document image enhancement based on NRCIR ». 2nd European Workshop on Visual Information Processing (EUVIP) (Paris, France, July 5-6, 2010) Institute of Electrical and Electronics Engineers
Jonathan Tellier, Jean-Marc Robert, Mohamed Cheriet. 2010 « Le contrôle d'accès dans les environnements fédérés : problématique et approches techniques ». 9e Édition du Colloque Francophone sur la Gestion de Réseaux et de Services (GRES) (Montréal, Québec, Canada, 13-15 oct. 2010)
Mathias M. Adankon, Mohamed Cheriet. 2009 « Help-training semi-supervised LS-SVM ». International Joint Conference on Neural Networks (IJCNN) (Atlanta, GA, USA, June 14-19, 2009) Institute of Electrical and Electronics Engineers
Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2009 « Application of 2DPCA based techniques in DCT domain for face recognition ». Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems CISIS’08 (Genova, Italy, Oct. 23-24, 2008) Springer
Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2009 « Robust authentication using likelihood ratio and GMM for the fusion of voice and face ». 3rd International Conference on Signals, Circuits and Systems (SCS) (Medenine, Tunisia, Nov. 06-08, 2009) IEEE
Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2009 « Robust authentication using likelihood ratio based score fusion of voice and face ». International Conference on Signal Processing and Multimedia Applications (SIGMAP) (Milan, Italy, July 7-10, 2009) INSTICC Press
Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet. 2009 « Markovian clustering for the non-local means image denoising ». 16th IEEE International Conference on Image Processing (ICIP) (Cairo, Egypt, Nov. 7-12, 2009) Institute of Electrical and Electronics Engineers
Reza Farrahi Moghaddam, Mohamed Cheriet. 2009 « Application of multi-level classifiers and clustering for automatic word spotting in historical document images ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) Institute of Electrical and Electronics Engineers
Reza Farrahi Moghaddam, David Rivest-Hénault, Itay Bar-Yosef, Mohamed Cheriet. 2009 « A unified framework based on the level set approach for segmentation of unconstrained double-sided document images suffering from bleed-through ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) Institute of Electrical and Electronics Engineers
Reza Farrahi Moghaddam, David Rivest-Hénault, Mohamed Cheriet. 2009 « Restoration and segmentation of highly degraded characters using a shape-independent level set approach and multi-level classifiers ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) Institute of Electrical and Electronics Engineers
Solen Quiniou, Mohamed Cheriet, Éric Anquetil. 2009 « Design of a framework using InkML for pen-based interaction in a collaborative environment ». 13th International Conference on Human-Computer Interaction (HCI) (San Diego, CA, USA, July 19-24, 2009)
Solen Quiniou, Mohamed Cheriet, Éric Anquetil. 2009 « Handling out-of-vocabulary words and recognition errors based on word linguistic context for handwritten sentence recognition ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) Institute of Electrical and Electronics Engineers
Javad Sadri, Mohamed Cheriet. 2009 « A new approach for skew correction of documents based on particle swarm optimization ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) Institute of Electrical and Electronics Engineers Computer Society
Mathias M. Adankon, Mohamed Cheriet. 2008 « Help-training for semi-supervised discriminative classifiers. Application to SVM ». 19th International Conference on Pattern Recognition (ICPR) (Tampa, FL, USA, Dec. 8-11, 2008) Institute of Electrical and Electronics Engineers
Mathias M. Adankon, Mohamed Cheriet. 2008 « Model selection for LS-SVM : application to handwriting recognition ». 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Montreal, QC, Canada, Aug. 19-21, 2008)
Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Mohamed Cheriet, Abderrazak Guessoum. 2008 « Face recognition based on 2DPCA, DIAPCA and DIA2DPCA in DCT domain ». 5th International Multi-Conference on Systems, Signals and Devices (SSD) (Amman, Jordan, Jul. 20-22, 2008) Institute of Electrical and Electronics Engineers Computer Society
Messaoud Bengherabi, Lamia Mezai, Farid Harizi, Abderrazak Guessoum, Mohamed Cheriet. 2008 « Score fusion of SVD and DCT-RLDA for face recognition ». 1st International Workshops on Image Processing Theory, Tools and Applications (IPTA) (Sousse, Tunisia, Nov. 23-26, 2008) Institute of Electrical and Electronics Engineers Computer Society
Mohamed Cheriet. 2008 « Visual recognition of Arabic handwriting : challenges and new directions ». Arabic and chinese handwriting recognition : SACH 2006 Summit College Park, MD, USA, September 27-28, 2006 : selected papers (College Park, MD, USA, Sept. 27-28, 2006) Springer-Verlag
Mohamed Cheriet, M. Farrahi Moghaddam. 2008 « Degradation modeling and enhancement of low quality documents ». 5th International Workshop on Signal Processing and its Applications (WOSPA) (Sharjah, United Arab Emirates, Mar. 18-20, 2008)
Mohamed Cheriet, R. Farrahi Moghaddam. 2008 « Processing of low quality document images : issues and directions ». 16th European Signal Processing Conference (EUSIPCO) (Lausanne, Switzerland, Aug. 25-29, 2008) European Association for Signal Processing ; École polytechnique fédérale de Lausanne
Mohamed Cheriet, Reza Farrahi Moghaddam. 2008 « DIAR: advances in degradation modeling and processing ». Image Analysis and Recognition : 5th International Conference, ICIAR 2008, Povoa de Varzim, Portugal, June 25-27, 2008 : Proceedings (Povoa de Varzim, Portugal, June 25-27, 2008) Springer Verlag
Reza Farrahi Moghaddam, Mohamed Cheriet. 2008 « EFDM : restoration of single-sided low-quality document images ». Proceedings : eleventh International Conference on Frontiers in Handwriting Recognition (Montreal, QC, Canada, Aug. 19-21, 2008) CENPARMI, Concordia University
Mathias M. Adankon, Mohamed Cheriet. 2007 « Learning semi-supervised SVM with genetic algorithm ». International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007) Institute of Electrical and Electronics Engineers
Y. Al-Ohali, A. Alanzi, C.Y. Suen, T. Kasvand, Mohamed Cheriet. 2007 « Combined measures toward restoration of temporal information from offline handwritten text ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) Institute of Electrical and Electronics Engineers
M. Bengharabi, F. Harizi, Mohamed Cheriet, A. Guessoum. 2007 « A framework for a GMM-UBM based speaker verification and the need of a large Arabic datebase ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) Institute of Electrical and Electronics Engineers
Mohamed Cheriet. 2007 « Strategies for visual Arabic handwriting recognition, issues and case study ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) Institute of Electrical and Electronics Engineers
Vincent Doré, Luc Duong, Farida Cheriet, Mohamed Cheriet. 2007 « Towards segmentation of pedicles on posteroanterior X-ray views of scoliotic patients ». Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) Springer Verlag
F. Menasri, N. Vincent, E. Augustin, Mohamed Cheriet. 2007 « Shape-based alphabet for off-line Arabic handwriting recognition ». 9th International Conference on Document Analysis and Recognition (ICDAR) (Curitiba, Brazil, Sept. 23-26, 2007) Institute of Electrical and Electronics Engineers
David Rivest-Hénault, Mohamed Cheriet. 2007 « Image segmentation using level set and local linear approximations ». Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) Springer-Verlag
A. Sehad, L. Mezai, M.T. Laskri, Mohamed Cheriet. 2007 « Skew angle estimation of printed document using linear regression, wavelet transform, and anisotropic diffusion ». 9th International Symposium on Signal Processing and its Applications (ISSPA) (Sharjah, United Arab Emirates, Feb. 12-15, 2007) Institute of Electrical and Electronics Engineers
M.M. Adankon, Mohamed Cheriet. 2006 « New formulation of SVM for model selection ». International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006) Institute of Electrical and Electronics Engineers
M. Beldjehem, Mohamed Cheriet. 2006 « Validation of Hybrid MinMax FuzzyNeuro systems ». Annual Meeting of the North American Fuzzy Information Processing Society (NAFIP) (Montreal, Canada, June 3-6, 2006) Institute of Electrical and Electronics Engineers
Jonathan Milgram, Mohamed Cheriet, Robert Sabourin. 2006 « "One against one" or "one against all" : which one is better for handwriting recognition with SVMs? ». 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006)
Sabeur Abid, Farhat Faniech, B.W. Jervis, Mohamed Cheriet. 2005 « Fast training of mutilayer perceptrons with a mixed norm algorithm ». IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) Institute of Electrical and Electronics Engineers Computer Society
Mathias M. Adankon, Mohamed Cheriet, N.E. Ayat. 2005 « Optimizing resources in model selection for support vector machines ». IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) Institute of Electrical and Electronics Engineers
Mathias Adankon, Mohamed Cheriet, Nedjem Eddine Ayat. 2005 « Optimisation de ressources dans la sélection de modèle des machines à vecteurs de support ». Comptes rendues des 12-èmes rencontres de la Société Francophone de la Classification (Montréal, QC, Canada, 30 mai-1 juin 2005) Université du Québec à Montréal
Yun Li, Mohamed Cheriet, C.Y. Suen. 2005 « A threshlod selection method based on multiscale and graylevel co-occurrence matrix analysis ». 8th International Conference on Document Analysis and Recognition (ICDAR) (Seoul, South Korea, Aug. 29-Sept. 1, 2005) Institute of Electrical and Electronics Engineers Computer Society
L. Mezai, A. Sehad, L. Sekkai, M. Cheriet. 2005 « Estimation de l'inclinaison des documents arabes imprimés par la transformée de Hough ». 4e conférence sur le Génie Electrique (Bordj-El-Bahri Alger, Algérie, 12-13 avr. 2005)
L. Mezai, A. Sehad, L. Sekkai, M. Cheriet. 2005 « Fast method for skew detection of printed Arabic documents using linear regression ». International Computer Systems & Information Technology Conference ICSIT'05 (Alger, Algérie, July 19-21, 2005)
N. Mezghani, A. Mitiche, Mohamed Cheriet. 2005 « Représentation des formes par des histogrammes de caractéristiques et son application à la reconnaissance en-ligne de caractères Arabes isolés ». 3e Conférence Internationale : Sciences Électroniques, Technologies de l'Information et des Télécommunications (SETIT) (Tunis, Tunisie, 27-31 mars 2005)
J. Milgram, Mohamed Cheriet, Robert Sabourin. 2005 « Estimating accurate multi-class probabilities with support vector machines ». IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) Institute of Electrical and Electronics Engineers
L. Sehad, Lamia Mezai, Mohamed Cheriet. 2005 « Méthode de détection de l'inclinaison des documents arabes imprimés basée sur la réduction des points et la transformée de hough ». 3e Conférence Internationale Sciences Electronique, Technologies de l'Information et des Télécommunications (SETIT) (Sousse, Tunisia, 27-31 mars 2005)
K. T. Abou-Moustafa, Mohamed Cheriet, Ching Y. Suen. 2004 « Classification of Time-Series data using a generative/discriminative hybrid ». Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) Institute of Electrical and Electronics Engineers Computer Society
K. T. Abou-Moustafa, Ching Y. Suen, Mohamed Cheriet. 2004 « A generative-discriminative hybrid for sequential data classification [image classification example] ». IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) Institute of Electrical and Electronics Engineers
N. Aouina, Ezzedine Ben Braiek, Mohamed Cheriet. 2004 « Reconnaissance des caractères manuscrits basée sur SKCS-Polyline et modèle de Markov caché ». Conférence Tunisienne de Génie Electrique Conférence (CTGE) (Tunis, Tunisie, 19-21 fév. 2004)
E. Ben Braiek, N. Aouina, S. Abid, Mohamed Cheriet. 2004 « Handwritten characters recognition based on SKCS-polyline and Hidden Markov Model (HMM) ». 1st International Symposium on Control, Communications and Signal Processing (ISCCSP) (Hammamet, Tunisia, March 21-24, 2004) Institute of Electrical and Electronics Engineers
Ezzedine Ben Braiek, Ali Meghoufel, Mohamed Cheriet. 2004 « SKCS - New kernel family with compact support ». International Conference on Image Processing (ICIP) (Singapor, Singapor, Oct. 18-21, 2004) Institute of Electrical and Electronics Engineers Computer Society
M. Besbes, M. Sayadi, E. Ben Braiek, F. Fnaiech, Mohamed Cheriet. 2004 « Étude comparative de trois fonctions floues pour le seuillage de l'histogramme bimodal des images ». Journées Tunisiennes de l’Automatique et de l’Electrotechnique (JTEA) (Tunis, Tunisie, 20-22 mai 2004)
Moez Besbes, Mounir Sayadi, Ezzedine Ben Braiek, Farhat Fnaiech, Mohamed Cheriet. 2004 « Segmentation d'images basée sur le seuillage et la morphologie mathématique : application au comptage des cellules ». Conférence Tunisienne de Génie Electrique (CTGE) (Tunis, Tunisie, 19-21 fév. 2004) Association des spécialistes électriciens de Tunisie
Nader Fnaiech, Sabeur Abid, Farhat Fnaiech, Mohamed Cheriet. 2004 « A modified version of a formal pruning algorithm based on local relative variance analysis ». 1st International Symposium on Control, Communications and Signal Processing (ISCCSP) (Hammamet, Tunisia, March 21-24, 2004) Institute of Electrical and Electronics Engineers
Yun Li, Satoshi Naoi, Mohamed Cheriet, Ching Y. Suen. 2004 « A segmentation method for touching italic characters ». 17th International Conference on Pattern Recognition (ICPR) (Cambridge, United kingdom, Aug. 23-26, 2004) Institute of Electrical and Electronics Engineers Computer Society
Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2004 « A new representation of character shape and its use in on-line character recognition by a self organizing map ». International Conference on Image Processing (ICIP) (Singapore, Singapore, Oct. 18-21, 2004) Institute of Electrical and Electronics Engineers Computer Society
Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2004 « On-line character recognition using histograms of features and an associative memory ». IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) Institute of Electrical and Electronics Engineers
Jonathan Milgram, Mohamed Cheriet, Robert Sabourin. 2004 « Speeding up the decision making of support vector classifiers ». Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) Institute of Electrical and Electronics Engineers Computer Society
Jonathan Milgram, Robert Sabourin, Mohamed Cheriet. 2004 « Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support ». Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004)
Jonathan Milgram, Robert Sabourin, Mohamed Cheriet. 2004 « Two-stage classification system combining model-based and discriminative approaches ». 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004) Institute of Electrical and Electronics Engineers Computer Society
Mounir Sayadi, Samir Sakrani, Farhat Fnaiech, Mohamed Cheriet. 2004 « A new non-linear exponential 2-D adaptive filter and its application in texture characterization ». IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) Institute of Electrical and Electronics Engineers
Abdenour Sehad, Lamia Mezai, Mohamed Tayed Laskri, Mohamed Cheriet. 2004 « Détection de l'inclinaison des documents arabes imprimés ». Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004)
Hanshen Tang, Emmanuel Augustin, Ching Y. Suen, Olivier Baret, Mohamed Cheriet. 2004 « Recognition of unconstrained legal amounts handwritten on Chinese bank checks ». 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004) Institute of Electrical and Electronics Engineers Computer Society
Hanshen Tang, Emmanuel Augustin, Ching Y. Suen, Olivier Baret, Mohamed Cheriet. 2004 « Spiral recognition methodology and its application for recognition of Chinese bank checks ». Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) Institute of Electrical and Electronics Engineers Computer Society
Vincent Berthiaume, Mohamed Cheriet, Christian Gargour. 2003 « Analyse des caractères manuscrits par les moments de paquets d'ondelettes ». Conférence Canadienne en Génie Électrique et Informatique (Montréal, Canada, 4-7 mai 2003) Institute of Electrical and Electronics Engineers
Mohamed Cheriet. 2003 « Shock filters for character image enhancement and peeling ». Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) Institute of Electrical and Electronics Engineers Computer Society
Youssef Fataicha, Mohamed Cheriet, Jian Yun Nie, Ching Y. Suen. 2003 « Information retrieval based on OCR errors in scanned documents ». Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) (WI, USA, June 16-22, 2003) Institute of Electrical and Electronics Engineers Computer Society
Nader Fnaiech, Mounir Sayadi, Farhat Fnaiech, B. W. Jervis, Mohamed Cheriet. 2003 « A pruned multilayer neural network for brain diseases classification ». 5th International Conference on Neural Networks and Expert Systems in Medicine and Healthcare (NNESMED) (Sheffield, UK, July 21-23, 2003)
Neila Mezghani, Mohamed Cheriet, Amar Mitiche. 2003 « Combination of pruned Kohonen maps for on-line Arabic characters recognition ». 7th International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) Institute of Electrical and Electronics Engineers Computer Society
Mounir Sayadi, Farhat Fnaiech, Mohamed Cheriet. 2003 « Texture characterization based on a ChandraSekhar fast adaptive filter ». Conférence Sciences Electroniques, Technologies de l'Information et des Télécommunications (SETIT) (Sousse, Tunisia, Mar. 17-21, 2003)
Andrea Souza, Mohamed Cheriet, Satoshi Naoi, Ching Y. Suen. 2003 « Automatic filter selection using image quality assessment ». Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) Institute of Electrical and Electronics Engineers Computer Society
Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen. 2002 « Dynamic observations and dynamic state termination for off-line handwritten word recognition using HMM ». 8th International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, ON, Canada, Aug. 6-8, 2002) Institute of Electrical and Electronics Engineers Computer Society
Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen. 2002 « Efficient estimation of pen trajectory from off-line handwritten words ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) Institute of Electrical and Electronics Engineers Computer Society
Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen. 2002 « Introducing termination probabilities to HMM ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) Institute of Electrical and Electronics Engineers Computer Society
N. E. Ayat, Mohamed Cheriet, Ching Y. Suen. 2002 « Empirical error based optimization of SVM kernels : application to digit image recognition ». 8th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Niagara on the Lake, Canada, Aug. 6-8, 2002) Institute of Electrical and Electronics Engineers Computer Society
Nedjem Eddine Ayat, Mohamed Cheriet, Ching Y. Suen. 2002 « KMOD - A two-parameter SVM kernel for pattern recognition ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) Institute of Electrical and Electronics Engineers Computer Society
Nedjem Eddine Ayat, Mohamed Cheriet, Ching Y. Suen. 2002 « Optimization of the SVM kernels using an empirical error minimization scheme ». Pattern Recogniton with Support Vector Machines : First International Workshop, SVM 2002 Niagara Falls, Canada, August 10, 2002 Proceedings (Niagara Falls, Canada, Aug. 10, 2002) Springer-Verlag
Y. Fataicha, Mohamed Cheriet, J. Y. Nie, Ching Y. Suen. 2002 « Content analysis in document images : a scale space approach ». 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) Institute of Electrical and Electronics Engineers Computer Society
Farhat Fnaiech, Sabeur Abid, Nizar Ellala, Mohamed Cheriet. 2002 « A comparative study of fast neural network learning algorithms ». IEEE International Conference on Systems, Man and Cybernetics (Hammamet, Tunisia, Oct. 6-9, 2002) Institute of Electrical and Electronics Engineers
Nader Fnaiech, Farhat Fnaiech, Mohamed Cheriet. 2002 « A new feedforward neural network pruning algorithm: SSM-Iterative pruning (SSMIP) ». IEEE International Conference on Systems, Man and Cybernetics (Hammamet, Tunisia, Oct. 6-9, 2002) Institute of Electrical and Electronics Engineers
Hechmi Khlifi, Jocelyn Desbiens, Mohamed Cheriet. 2002 « Building groupwares over duplicated object systems ». Groupware: Design, Implementation, and Use : 8th International Workshop, CRIWG 2002 La Serena, Chile, September 1–4, 2002 Proceedings (La Sarena, Chile, Sept. 1-4, 2002) Springer-Verlag
Neila Mezghani, Amar Mitiche, Mohamed Cheriet. 2002 « On-line recognition of handwritten Arabic characters using a Kohonen neural network ». 8th International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, ON, Canada, Aug. 6-8, 2002) Institute of Electrical and Electronics Engineers Computer Society
N. E. Ayat, Mohamed Cheriet, Lakhdar Remaki, Ching Y. Suen. 2001 « KMOD - a new support vector machine kernel with moderate decreasing for pattern recognition. Application to digit image recognition ». Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) Institute of Electrical and Electronics Engineers Computer Society
Adel Belouchrani, Mohamed Cheriet. 2001 « On the use of a new compact support kernel in time frequency analysis ». 11th IEEE Workshop on Statistical Signal Processing (Singapor, Singapor, Aug. 6-8, 2001) Institute of Electrical and Electronics Engineers
E. Ben Braik, M. Cheriet. 2001 « Extraction of handwritten data from noisy gray-level images using a separable version of KCS kernel family ». Actes/Proceedings : International Conference on Image and Signal Processing, ICISP'2001, May 03-05, 2001-Agadir-Morocco (Agadir, Morocco, May 3-5, 2001)
Youssef Fataicha, Mohamed Cheriet, Jian Yun Nie. 2001 « Détection multi-échelle d'objets dans des images de documents composites ». International Conference on Image and Signal Processing (Agadir, Maroc, 3-5 mai 2001)
Jean-Philippe Valois, Myriam Côté, Mohamed Cheriet. 2001 « Online recognition of sketched electrical diagrams ». Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) Institute of Electrical and Electronics Engineers Computer Society
Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen. 2001 « A framework of combining numeric string recognizers ». 6th International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) Institute of Electrical and Electronics Engineers Computer Society
Yousef Al-Ohali, Mohamed Cheriet, Ching Suen. 2000 « Databases for recognition of handwritten Arabic cheques ». 7th International Workshop on Frontiers in Handwriting Recognition : September 11-13, 2000, Amsterdam, the Netherlands : proceedings (Amsterdam, Netherlands, Sept. 11-13, 2000) International Unipen Foundation
N. E. Ayat, Mohamed Cheriet, Ching Suen. 2000 « Un système neuro-flou pour la reconnaissance de montants numériques de chèques arabes ». CIFED'2000. Colloque International Francophone sur l’Écrit et le Document (Lyon, France, 3-5 juil. 2000) Presses polytechniques et universitaires romandes
H. Miled, C. Olivier, Mohamed Cheriet. 2000 « Modélisation de la notion de pseudo-mot en reconnaissance de mots manuscrits arabes ». CIFED'2000. Colloque International Francophone sur l’Écrit et le Document (Lyon, France, 3-5 juil. 2000) Presses polytechniques et universitaires romandes
Xiangyun Ye, Ching Suen, Mohamed Cheriet. 2000 « A generic system to extract and clean handwritten data from business forms ». 7th International Workshop on Frontiers in Handwriting Recognition : September 11-13, 2000, Amsterdam, the Netherlands : proceedings (Amsterdam, Netherlands, Sept. 11-13, 2000) International Unipen Foundation
Lakhdar Remaki, Mohamed Cheriet. 1999 « Building new kernel family with compact support, in scale-space ». Vision Interface Conference (Trois-Rivières, Canada, May 19-21, 1999) Canadian Image Processing and Pattern Recognition Society
Lakhdar Remaki, Mohamed Cheriet. 1999 « Visual data extraction from bi-level document images using a generalized kernel family with compact support, in scale-space ». Fifth International Conference on Document Analysis and Recognition (Bangalore, India, Sept. 20-22, 1999) Institute of Electrical and Electronics Engineers Computer Society
Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen. 1999 « Model-based character extraction from complex backgrounds ». Proceedings of the Fifth International Conference on Document Analysis and Recognition (Bangalore, India, Sept. 20-22, 1999) Institute of Electrical and Electronics Engineers Computer Society
Mohamed Cheriet. 1998 « Extraction of handwritten data from noisy gray-level images using a multi-scale approach ». Vision Interface Conference (Vancouver, BC, Canada, June 18-20, 1998) Canadian Information Processing Society
Mohamed Cheriet, H. Miled, Claude Olivier. 1998 « Visual aspect of cursive arabic handwriting recognition ». Vision Interface Conference (Vancouver, Canada, June 18-20, 1998) Canadian Image Processing and Pattern Recognition Society
H. Miled, M. Cheriet, C. Olivier. 1998 « Multi-level Arabic handwritten words recognition ». Advances in Pattern Recognition : Joint IAPR International Workshops SSPR'98 and SPR'98 Sydney, Australia, August 11–13, 1998 Proceedings (Sydney, Australia, Aug. 11-13, 1998) Springer Verlag
H. Miled, M. Cheriet, C. Olivier, Y. Lecourtier. 1998 « Markovian modeling of arabic cursive handwriting ». Vision Interface '98 : proceedings, Vancouver, B.C., 18-20 June, 1998 (Vancouver, BC, Canada, June 18-20, 1998) Canadian Image Processing and Pattern Recognition Society
H. Miled, Mohamed Cheriet, Claude Olivier, Y. Lecourtier. 1998 « Modélisation markovienne de l'écriture arabe manuscrite: une approche analytique ». Actes du 1er colloque international francophone sur l'écrit et le document tenu dans le cadre du congrès de l'Acfas à Québec en mai 1998 (Québec, QC, Canada, 11-13 mai 1998) Association canadienne-française pour l'avancement des sciences
Mohamed Cheriet, J.N. Said, Ching Y. Suen. 1997 « Un modèle formel pour le traitement de données visuelles sur des formulaires d’affaires et documents manuscrits ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Association canadienne-française pour l'avancement des sciences
M. Côté, M. Cheriet, E. Lecolinet, C. Y. Suen. 1997 « Automatic reading of cursive scripts using human knowledge ». Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) International Association for Pattern Recognition
Marc-Alexis Côté, Mohamed Cheriet, Ching Y. Suen, E. Lecolinet. 1997 « Détection des lignes de référence de mots cursifs à l’aide de l’entropie ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Association canadienne-française pour l'avancement des sciences
Marc-Alexis Côté, E. Lecolinet, Mohamed Cheriet, Ching Y. Suen. 1997 « Lecture automatique d’écriture cursive utilisant des concepts perceptifs ». Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Association canadienne-française pour l'avancement des sciences
H. Miled, C. Olivier, Y. Lecourtier, M. Cheriet. 1997 « Coupling observation/letter for a Markovian modelisation applied to the recognition of Arabic handwriting ». Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) IEEE
H. Miled, C. Olivier, Y. Lecourtier, M. Cheriet. 1996 « Segmentation and description of arabic handwritten words by multi-agent approach ». The first KFUPM workshop on information and computer science: June 9, 1996; workshop proceedings (Dahran, Saudi Arabia, June 9, 1996) KFUPM Press
H. Miled, C. Olivier, Y. Lecourtier, M. Cheriet. 1996 « Segmentation et codage de mots manuscrits arabes par une approche Blackboard ». L'Ecrit et le document: 4ème colloque national sur ..., Nantes, France, 3-5 Juillet, 1996 (Nantes, France, 3-5 juil., 1996) Université de Nantes
J. N. Said, M. Cheriet, C. Y. Suen. 1996 « Extended formal module for visual data processing of business forms and bank cheques ». Vision interface '96: Toronto, Ontario, 21-24, May/Mai 1996; proceedings/actes (Toronto, ON, Canada, May 21-24, 1996) Canadian Information Processing Society
J. N. Said, Mohamed Cheriet, C. Y. Suen. 1996 « Dynamical morphological processing: A fast method for base line extraction ». Proceedings of the 13th International Conference on Pattern Recognition, 1996 (Vienna, Austria, Aug. 25-29, 1996) Institute of Electrical and Electronics Engineers Inc.
M. Cheriet, J. Said, C. Y. Suen. 1995 « A formal model for document processing of business forms ». Proceedings of the third International Conference on Document Analysis and Recognition (Montreal, QC, Canada, Aug. 14-16, 1995) IEEE
M. Cheriet, J. Said, C. Y. Suen. 1995 « A formal model for document processing: overview ». 5th Annual IRIS/PRECARN Conference (Vancouver, BC, Canada, June 13-15, 1995)
M. Coté, E. Lecolinet, M. Cheriet, C. Y. Suen. 1995 « Building a perception based model for reading cursive script ». 5th Annual IRIS*PRECARN Conference (Vancouver, BC, Canada, June 13-15, 1995)
M. Côté, E. Lecolinet, M. Cheriet, C. Y. Suen. 1995 « Building a perception based model for reading cursive script ». Proceedings of the third International Conference on Document Analysis and Recognition (Montreal, QC, Canada, Aug. 14-16, 1995) IEEE
M. Côté, E. Lecolinet, M. Cheriet, C. Y. Suen. 1995 « Using reading models for cursive script recognition ». 7th IGS conference (London, ON, Canada, Aug. 6-10, 1995)
L. Lam, C. Y. Suen, D. Guillevic, N. W. Strathy, M. Cheriet, K. Liu, J. N. Said. 1995 « Automatic processing of information on cheques ». IEEE International Conference on Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century (Vancouver, BC, Canada, Oct. 22-25, 1995) IEEE
A. Ameur, K. Romeo-Pakker, H. Miled, M. Cheriet. 1994 « Approche globale pour la reconnaissance des mots manuscrits arabes ». CNED 94 : 3ème Colloque national sur l'écrit et le document, Rouen, 6-7-8 juillet 1994 (Rouen, France, 6-8 juillet 1994) IUT de Rouen
M. Cheriet, R. Thibault, R. Sabourin. 1994 « Segmentation visuelle des caractères manuscrits ». 4th Annual IRIS/PRECARN Conference (Toronto, ON, Canada, 21-23 june, 1994)
Mohamed Cheriet. 1994 « Towards a visual recognition of cursive script ». Fundamentals in Handwriting Recognition (Toulouse, France, June 21-July 3rd, 1993) Springer-Verlag
Mohamed Cheriet, R. Thibault, Robert Sabourin. 1994 « A multi-resolution based approach for handwriting segmentation in gray-scale images ». IEEE International Conference Image Processing (ICIP) (Austin, TX, USA, Nov. 13-16, 1994) Institute of Electrical and Electronics Engineers Computer Society
Mohamed Cheriet. 1993 « Reading cursive script by parts ». IAPR Third International Workshop on Frontiers in Handwriting (Buffalo, NY, USA, May 25-27, 1993)
Mohamed Cheriet, C. Nadal, Ching Y. Suen. 1993 « Visual aspect of handwriting recognition ». 6th International Conference on Handwriting and Drawing (ICOHD) (Paris, France, July 4-7, 1993)
Robert Sabourin, Mohamed Cheriet, Christian Genest. 1993 « An extended-shadow-code based approach for off-line signature verification ». Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93) (Tsukuba Science City, Japan, Oct. 20-22, 1993) Institute of Electrical and Electronics Engineers (IEEE)
Mohamed Cheriet, Y. S. Huang, C. Y. Suen. 1992 « Background region-based algorithm for the segmentation of connected digits ». 11th IAPR International Conference on Pattern Recognition : August 30-September 3, 1992, the Hague, the Netherlands : proceedings (The Hague, Netherlands, Aug. 30-Sept. 3, 1992) Institute of Electrical and Electronics Engineers (IEEE)
Yuan Y. Tang, Seong-Whan Lee, Mohamed Cheriet, Ching Y. Suen. 1992 « Automatic knowledge acquisition from form documents ». Proceedings of the 2nd Pacific Rim International Conference on Artificial Intelligence (Seoul, South Korea, Sept. 15-18, 1992) Korean Information Science Society Center for Articficial Intelligence Research
M. Cheriet, C. Y. Suen. 1991 « Automated entry systems for handwritten documents ». RIAO 91 : Conference proceedings with presentation of prototypes and operational systems : Intelligent text and image handling (Barcelona, Spain, Apr. 2-5, 1991)
Y. Y. Tang, C. Y. Suen, C. D. Yan, M. Cheriet. 1991 « Documents analysis and understanding : a brief survey ». Proceedings First International Conference on Document Analysis and Recognition = Actes de la conférence / Conférence Internationale sur l'Analyse et la Reconnaissance de Documents (Saint-Malo, France, Sept. 30-Oct. 2, 1991) AFCET : IRISA/INRIA : École Nationale Supérieure des Télécommunications
M. Cheriet. 1989 « Implementation and optimization of a dictionary access system based on robustness features for multifont printed characters ». Fourth International Symposium on Computers and Information Sciences (Izmir, Turkey, Oct. 30-Nov. 1, 1989)
M. Cheriet. 1989 « Implementation and optimization of a dictionary access system based on the notion of graphisms and associated features for multifont printed characters ». Sixth Scandinavian Conference on Image Analysis (Oulu, Finland, June 19-22, 1989)
M. Cheriet, J. P. Crettez. 1989 « Mise en oeuvre d'un opérateur de reconnaissance de caractères multifontes utilisant les notions de primitives associées et de graphiques ». 7e Congrès Reconnaissance des Formes et Intelligence Artificielle (Paris, France, 29 nov.-1 déc. 1989) AFCET
M. Cheriet, J. P. Crettez. 1989 « Mise en oeuvre d'un processus de sélection de primitives robustes en vue de la reconnaissance de caractères multifontes ». Pixim 89, l'image numérique à Paris : actes du 2ème Colloque scientifique international, 25-29 septembre 1989, Palais des Congrès, Paris = Pixim 89, Computer graphics in Paris : proceedings of the 2th International Conference, September 25th-29th 1989 (Paris, France, 25-29 sept. 1989) Hermès

Mohamed Cheriet, Nawwaf Kharma, Cheng-Lin Liu, Ching Suen. 2007 « Character recognition systems : a guide for students and practioners ». Hoboken, N.J., USA : Wiley-Interscience. 326 p.
M. Cheriet, S. N. Srihari. 2002 « Eighth International Workshop on Frontiers in Handwriting Recognition : proceedings : 6-8 August, 2002, Ontario, Canada ». Los Alamitos, Calif. : IEEE Computer Society. 530 p.
Gregory Dudek, Mohamed Cheriet. 2000 « Vision Interface '2000 : Actes / Proceedings ». : Association Canadienne de Traitement d'images reconnaissance de formes. 403 p.
M. Cheriet, Y. H. Yang. 1999 « Vision Interface : Real world applications of computer vision ». : World Scientific.
Mohamed Cheriet, Herbert Yang. 1998 « Vision Interface '98 : proceedings, Vancouver, B.C., 18-20 June, 1998 ». Montréal : Canadian Image Processing and Pattern Recognition Society. 491 p.

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Portes ouvertes

Mohamed Cheriet

Professeur

Research units

Research axes

Research areas

Awards and honors

Course

Supervision

Publications

News

Detecting Tables with Weakly Supervised Bounding Box Extraction

A Detailed Power Consumption Analysis of Buildings

AI Controlled Drone for Wireless Service Provisioning

Portes ouvertes

Mohamed Cheriet

Professeur

Research units

Research axes

Research areas

Awards and honors

Course

Supervision

Thèse de doctorat

Thèse de doctorat (recherche appliquée)

Mémoire à 30 crédits

Mémoire à 24 crédits

Mémoire à 21 crédits

Projet d'application à 15 crédits

Projet d'intervention en entreprise à 15 crédits

Rapport technique à 6 crédits

Publications

Poster 12

Non-peer-reviewed article published in a journal or magazine 1

Peer-reviewed article published in a refereed journal 237

Patent 6

Book chapter 14

Communication 10

Conference report 343

Book 5

News

Detecting Tables with Weakly Supervised Bounding Box Extraction

A Detailed Power Consumption Analysis of Buildings

AI Controlled Drone for Wireless Service Provisioning